From fbcdacc44659813b05dd2f9d145ec63575e2843d Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 21 Apr 2026 23:29:17 -0700 Subject: [PATCH 01/80] [Fix] Proxy: reconnect Prisma DB without blocking the event loop When the DB becomes unreachable the reconnect path calls `prisma.disconnect()`, which ultimately invokes prisma-client-py's synchronous `subprocess.Popen.wait()` on the query engine subprocess. That call does not yield to asyncio, so the event loop freezes for however long the Rust engine takes to shut down (30-120+ seconds in production when the engine is stuck on TCP close). During the freeze `/health/liveliness` becomes unresponsive, and in Kubernetes the liveness probe fails and the pod is SIGKILL'd. Replace `disconnect()` in the reconnect paths with a direct, non-blocking kill of the engine subprocess (SIGTERM -> 0.5s asyncio-yielding sleep -> SIGKILL) followed by a fresh Prisma client and a new `connect()`. Both `recreate_prisma_client` and the formerly-separate "direct reconnect" path go through the same kill-then-recreate flow. Also validate `_get_engine_pid` returns an int (defensive; prevents a MagicMock leak under unit-test mocking). Tests that encoded the old blocking behavior are updated or removed; the deleted `test_lightweight_reconnect_skips_kill_on_successful_disconnect` invariant ("don't kill on successful disconnect") was part of the bug. --- litellm/proxy/db/prisma_client.py | 19 +-- litellm/proxy/utils.py | 23 ++-- .../proxy/test_prisma_engine_watchdog.py | 77 +++++++----- .../proxy/db/test_prisma_self_heal.py | 119 +++++++++--------- 4 files changed, 135 insertions(+), 103 deletions(-) diff --git a/litellm/proxy/db/prisma_client.py b/litellm/proxy/db/prisma_client.py index 73735796eb..a8942f92a1 100644 --- a/litellm/proxy/db/prisma_client.py +++ b/litellm/proxy/db/prisma_client.py @@ -52,7 +52,9 @@ class PrismaWrapper: engine = self._original_prisma._engine process = getattr(engine, "process", None) if engine is not None else None if process is not None: - return process.pid + pid = process.pid + if isinstance(pid, int): + return pid except (AttributeError, TypeError): pass return 0 @@ -217,15 +219,18 @@ class PrismaWrapper: async def recreate_prisma_client( self, new_db_url: str, http_client: Optional[Any] = None ): - """Disconnect and reconnect the Prisma client with a new database URL.""" + """Disconnect and reconnect the Prisma client with a new database URL. + + Kills the old engine subprocess directly (SIGTERM → SIGKILL) rather than + calling `disconnect()`. prisma-client-py's `disconnect()` calls a + synchronous `subprocess.Popen.wait()` that can freeze the asyncio event + loop for 30-120+ seconds when the engine is stuck on TCP close, + breaking `/health/liveliness` and causing Kubernetes pod restarts. + """ from prisma import Prisma # type: ignore old_engine_pid = self._get_engine_pid() - - try: - await self._original_prisma.disconnect() - except Exception as e: - verbose_proxy_logger.warning(f"Failed to disconnect Prisma client: {e}") + if old_engine_pid > 0: await self._kill_engine_process(old_engine_pid) if http_client is not None: diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index f21a729f55..48931a0c28 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -4129,17 +4129,20 @@ class PrismaClient: ) async def _do_direct_reconnect() -> None: - old_pid = self._get_engine_pid() - try: - await self.db.disconnect() - except Exception as disconnect_err: - verbose_proxy_logger.warning( - "Prisma DB disconnect before reconnect failed: %s", - disconnect_err, + db_url = os.getenv("DATABASE_URL", "") + if not db_url: + verbose_proxy_logger.error( + "DATABASE_URL not set; cannot reconnect Prisma client." ) - await PrismaWrapper._kill_engine_process(old_pid) - - await self.db.connect() + raise RuntimeError("DATABASE_URL not set") + # Fresh Prisma client + new engine subprocess. The previous + # "lightweight" path called `disconnect()` which blocks the + # event loop on `subprocess.Popen.wait()`; since that call + # ends up killing the engine anyway, we do it non-blockingly + # via `_kill_engine_process` inside `recreate_prisma_client`. + self._cleanup_engine_watcher() + await self.db.recreate_prisma_client(db_url) + await self._start_engine_watcher() await self.db.query_raw("SELECT 1") await asyncio.wait_for(_do_direct_reconnect(), timeout=effective_timeout) diff --git a/tests/litellm/proxy/test_prisma_engine_watchdog.py b/tests/litellm/proxy/test_prisma_engine_watchdog.py index 786167b948..0d241f7574 100644 --- a/tests/litellm/proxy/test_prisma_engine_watchdog.py +++ b/tests/litellm/proxy/test_prisma_engine_watchdog.py @@ -254,32 +254,48 @@ async def test_run_reconnect_cycle_uses_heavy_path_when_confirmed_dead( @pytest.mark.asyncio -async def test_run_reconnect_cycle_uses_lightweight_path_when_engine_alive( +async def test_run_reconnect_cycle_uses_direct_path_when_engine_alive( engine_client, ) -> None: - """_run_reconnect_cycle uses disconnect/connect when engine is alive.""" - engine_client._engine_pid = 1234 + """Direct reconnect (engine alive) calls recreate_prisma_client + SELECT 1. - with patch.object(engine_client, "_is_engine_alive", return_value=True): + The old "lightweight" path called `disconnect()` + `connect()`, which + blocks the event loop on the sync `process.wait()` inside aclose(). + The fix routes both engine-alive and engine-dead paths through + `recreate_prisma_client`, which non-blockingly kills the old engine. + """ + engine_client._engine_pid = 1234 + engine_client._start_engine_watcher = AsyncMock() + + with ( + patch.object(engine_client, "_is_engine_alive", return_value=True), + patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}), + ): await engine_client._run_reconnect_cycle(timeout_seconds=5.0) - engine_client.db.connect.assert_awaited_once() + engine_client.db.recreate_prisma_client.assert_awaited_once_with( + "postgresql://test" + ) engine_client.db.query_raw.assert_awaited_once_with("SELECT 1") - engine_client.db.recreate_prisma_client.assert_not_awaited() + engine_client.db.disconnect.assert_not_awaited() @pytest.mark.asyncio -async def test_run_reconnect_cycle_uses_lightweight_path_when_pid_unknown( +async def test_run_reconnect_cycle_uses_direct_path_when_pid_unknown( engine_client, ) -> None: - """_run_reconnect_cycle uses lightweight path when engine PID is not tracked.""" + """When the engine PID is not tracked, direct reconnect still runs.""" engine_client._engine_pid = 0 + engine_client._start_engine_watcher = AsyncMock() - await engine_client._run_reconnect_cycle(timeout_seconds=5.0) + with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): + await engine_client._run_reconnect_cycle(timeout_seconds=5.0) - engine_client.db.connect.assert_awaited_once() + engine_client.db.recreate_prisma_client.assert_awaited_once_with( + "postgresql://test" + ) engine_client.db.query_raw.assert_awaited_once_with("SELECT 1") - engine_client.db.recreate_prisma_client.assert_not_awaited() + engine_client.db.disconnect.assert_not_awaited() @pytest.mark.asyncio @@ -473,36 +489,38 @@ def test_on_engine_death_from_thread_ignores_stale_pid(engine_client): @pytest.mark.asyncio -async def test_escalation_after_consecutive_lightweight_failures(engine_client): - """After N consecutive lightweight reconnect failures, _engine_confirmed_dead +async def test_escalation_after_consecutive_direct_reconnect_failures(engine_client): + """After N consecutive direct reconnect failures, _engine_confirmed_dead is set to True so _run_reconnect_cycle takes the heavy reconnect path.""" engine_client._reconnect_escalation_threshold = 3 engine_client._consecutive_reconnect_failures = 0 engine_client._db_reconnect_cooldown_seconds = 0 # disable cooldown for test + engine_client._start_engine_watcher = AsyncMock(return_value=None) - # Make lightweight reconnect fail every time - engine_client.db.disconnect = AsyncMock(return_value=None) - engine_client.db.connect = AsyncMock(side_effect=Exception("connect failed")) + # Make direct reconnect fail every time + engine_client.db.recreate_prisma_client = AsyncMock( + side_effect=Exception("recreate failed") + ) # Run 3 failed reconnect attempts - for i in range(3): - result = await engine_client._attempt_reconnect_inside_lock( - force=True, reason="test", timeout_seconds=5.0 - ) - assert result is False + with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): + for _ in range(3): + result = await engine_client._attempt_reconnect_inside_lock( + force=True, reason="test", timeout_seconds=5.0 + ) + assert result is False assert engine_client._consecutive_reconnect_failures == 3 - # Next attempt should escalate: _engine_confirmed_dead set to True before _run_reconnect_cycle + # Next attempt should escalate to the heavy path (recreate_prisma_client still + # the call, but via the _engine_confirmed_dead branch that also re-arms the watcher). engine_client.db.recreate_prisma_client = AsyncMock(return_value=None) - engine_client._start_engine_watcher = AsyncMock(return_value=None) with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): result = await engine_client._attempt_reconnect_inside_lock( force=True, reason="test_escalation", timeout_seconds=5.0 ) - # Heavy reconnect should have been attempted (recreate_prisma_client called) engine_client.db.recreate_prisma_client.assert_awaited_once() @@ -511,15 +529,16 @@ async def test_successful_reconnect_resets_failure_counter(engine_client): """A successful reconnect resets _consecutive_reconnect_failures to 0.""" engine_client._consecutive_reconnect_failures = 2 engine_client._db_reconnect_cooldown_seconds = 0 + engine_client._start_engine_watcher = AsyncMock() # Make reconnect succeed - engine_client.db.disconnect = AsyncMock(return_value=None) - engine_client.db.connect = AsyncMock(return_value=None) + engine_client.db.recreate_prisma_client = AsyncMock(return_value=None) engine_client.db.query_raw = AsyncMock(return_value=[{"result": 1}]) - result = await engine_client._attempt_reconnect_inside_lock( - force=True, reason="test", timeout_seconds=5.0 - ) + with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): + result = await engine_client._attempt_reconnect_inside_lock( + force=True, reason="test", timeout_seconds=5.0 + ) assert result is True assert engine_client._consecutive_reconnect_failures == 0 diff --git a/tests/test_litellm/proxy/db/test_prisma_self_heal.py b/tests/test_litellm/proxy/db/test_prisma_self_heal.py index fb215e5477..57693a1a17 100644 --- a/tests/test_litellm/proxy/db/test_prisma_self_heal.py +++ b/tests/test_litellm/proxy/db/test_prisma_self_heal.py @@ -34,18 +34,18 @@ async def test_attempt_db_reconnect_should_succeed(mock_proxy_logging): client = PrismaClient( database_url="mock://test", proxy_logging_obj=mock_proxy_logging ) - client.db.disconnect = AsyncMock(return_value=None) - client.db.connect = AsyncMock(return_value=None) + client.db.recreate_prisma_client = AsyncMock(return_value=None) client.db.query_raw = AsyncMock(return_value=[{"result": 1}]) + client._start_engine_watcher = AsyncMock() - result = await client.attempt_db_reconnect( - reason="unit_test_reconnect_success", - force=True, - ) + with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): + result = await client.attempt_db_reconnect( + reason="unit_test_reconnect_success", + force=True, + ) assert result is True - client.db.disconnect.assert_awaited_once() - client.db.connect.assert_awaited_once() + client.db.recreate_prisma_client.assert_awaited_once_with("postgresql://test") client.db.query_raw.assert_awaited_once_with("SELECT 1") @@ -140,15 +140,19 @@ async def test_attempt_db_reconnect_should_set_cooldown_after_attempt( ) client._db_last_reconnect_attempt_ts = 0.0 client._db_reconnect_cooldown_seconds = 10 - client.db.disconnect = AsyncMock(return_value=None) - client.db.connect = AsyncMock(return_value=None) + client.db.recreate_prisma_client = AsyncMock(return_value=None) client.db.query_raw = AsyncMock(return_value=[{"result": 1}]) + client._start_engine_watcher = AsyncMock() # Use a counter-based mock to avoid StopIteration when time.time() is called # more times than expected (varies by Python version / internal code paths). fake_clock = iter(range(100, 10000)) - with patch( - "litellm.proxy.utils.time.time", side_effect=lambda: float(next(fake_clock)) + with ( + patch( + "litellm.proxy.utils.time.time", + side_effect=lambda: float(next(fake_clock)), + ), + patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}), ): result = await client.attempt_db_reconnect( reason="unit_test_cooldown_timestamp_after_attempt", @@ -162,23 +166,28 @@ async def test_attempt_db_reconnect_should_set_cooldown_after_attempt( @pytest.mark.asyncio -async def test_run_reconnect_cycle_watchdog_should_use_direct_db_ops( +async def test_run_reconnect_cycle_watchdog_should_use_recreate_prisma_client( mock_proxy_logging, ): + """Direct reconnect goes through recreate_prisma_client (which non-blockingly + kills the old engine) instead of calling disconnect() — see issue #26191. + """ client = PrismaClient( database_url="mock://test", proxy_logging_obj=mock_proxy_logging ) - client.disconnect = AsyncMock(side_effect=AssertionError("wrapper disconnect used")) - client.connect = AsyncMock(side_effect=AssertionError("wrapper connect used")) - client.db.disconnect = AsyncMock(return_value=None) - client.db.connect = AsyncMock(return_value=None) + client.db.disconnect = AsyncMock( + side_effect=AssertionError("disconnect must not be called") + ) + client.db.recreate_prisma_client = AsyncMock(return_value=None) client.db.query_raw = AsyncMock(return_value=[{"result": 1}]) + client._start_engine_watcher = AsyncMock() - await client._run_reconnect_cycle(timeout_seconds=None) + with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): + await client._run_reconnect_cycle(timeout_seconds=None) - client.db.disconnect.assert_awaited_once() - client.db.connect.assert_awaited_once() + client.db.recreate_prisma_client.assert_awaited_once_with("postgresql://test") client.db.query_raw.assert_awaited_once_with("SELECT 1") + client.db.disconnect.assert_not_awaited() @pytest.mark.asyncio @@ -189,19 +198,22 @@ async def test_run_reconnect_cycle_watchdog_should_use_default_timeout_budget( database_url="mock://test", proxy_logging_obj=mock_proxy_logging ) client._db_watchdog_reconnect_timeout_seconds = 0.1 - client.db.disconnect = AsyncMock(return_value=None) + client._start_engine_watcher = AsyncMock() - async def _slow_connect(): + async def _slow_recreate(_db_url): await asyncio.sleep(0.08) async def _slow_query(_query: str): await asyncio.sleep(0.08) return [{"result": 1}] - client.db.connect = AsyncMock(side_effect=_slow_connect) + client.db.recreate_prisma_client = AsyncMock(side_effect=_slow_recreate) client.db.query_raw = AsyncMock(side_effect=_slow_query) - with pytest.raises(asyncio.TimeoutError): + with ( + pytest.raises(asyncio.TimeoutError), + patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}), + ): await client._run_reconnect_cycle(timeout_seconds=None) @@ -212,19 +224,22 @@ async def test_run_reconnect_cycle_timeout_should_use_single_overall_budget( client = PrismaClient( database_url="mock://test", proxy_logging_obj=mock_proxy_logging ) - client.db.disconnect = AsyncMock(return_value=None) + client._start_engine_watcher = AsyncMock() - async def _slow_connect(): + async def _slow_recreate(_db_url): await asyncio.sleep(0.08) async def _slow_query(_query: str): await asyncio.sleep(0.08) return [{"result": 1}] - client.db.connect = AsyncMock(side_effect=_slow_connect) + client.db.recreate_prisma_client = AsyncMock(side_effect=_slow_recreate) client.db.query_raw = AsyncMock(side_effect=_slow_query) - with pytest.raises(asyncio.TimeoutError): + with ( + pytest.raises(asyncio.TimeoutError), + patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}), + ): await client._run_reconnect_cycle(timeout_seconds=0.1) @@ -319,42 +334,32 @@ async def test_db_health_watchdog_start_stop_lifecycle(mock_proxy_logging): @pytest.mark.asyncio -async def test_lightweight_reconnect_kills_engine_on_disconnect_failure( +async def test_recreate_prisma_client_kills_old_engine_without_disconnect( mock_proxy_logging, ): - """Lightweight reconnect must kill the old engine PID when disconnect() fails.""" + """recreate_prisma_client SIGTERMs the old engine PID directly rather than + calling `disconnect()`, which blocks the asyncio event loop on the sync + `subprocess.Popen.wait()` inside prisma-client-py — see issue #26191. + """ client = PrismaClient( database_url="mock://test", proxy_logging_obj=mock_proxy_logging ) - client.db.disconnect = AsyncMock(side_effect=Exception("disconnect failed")) - client.db.connect = AsyncMock(return_value=None) - client.db.query_raw = AsyncMock(return_value=[{"result": 1}]) + disconnect_mock = AsyncMock( + side_effect=AssertionError("disconnect must not be called on reconnect path") + ) + client.db._original_prisma.disconnect = disconnect_mock with ( - patch.object(client, "_get_engine_pid", return_value=9999), - patch("os.kill") as mock_kill, - patch("asyncio.sleep", new_callable=AsyncMock), + patch.object(client.db, "_get_engine_pid", return_value=9999), + patch("litellm.proxy.db.prisma_client.os.kill") as mock_kill, + patch("litellm.proxy.db.prisma_client.asyncio.sleep", new_callable=AsyncMock), ): - await client._run_reconnect_cycle(timeout_seconds=5.0) + # Return a Prisma instance whose connect() is awaitable. + fake_new_prisma = MagicMock() + fake_new_prisma.connect = AsyncMock(return_value=None) + with patch("prisma.Prisma", return_value=fake_new_prisma): + await client.db.recreate_prisma_client("postgresql://test") mock_kill.assert_any_call(9999, signal.SIGTERM) - client.db.connect.assert_awaited_once() - client.db.query_raw.assert_awaited_once_with("SELECT 1") - - -@pytest.mark.asyncio -async def test_lightweight_reconnect_skips_kill_on_successful_disconnect( - mock_proxy_logging, -): - """Lightweight reconnect must NOT kill when disconnect() succeeds.""" - client = PrismaClient( - database_url="mock://test", proxy_logging_obj=mock_proxy_logging - ) - client.db.disconnect = AsyncMock(return_value=None) - client.db.connect = AsyncMock(return_value=None) - client.db.query_raw = AsyncMock(return_value=[{"result": 1}]) - - with patch("os.kill") as mock_kill: - await client._run_reconnect_cycle(timeout_seconds=5.0) - - mock_kill.assert_not_called() + disconnect_mock.assert_not_awaited() + fake_new_prisma.connect.assert_awaited_once() From 73869f0faf7d11ee21adcb5f91b8c33a340b6c2c Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 00:18:36 +0000 Subject: [PATCH 02/80] fix(mcp): tighten public-route detection and OAuth2 fallback gating Two related issues in `MCPRequestHandler.process_mcp_request`: 1. Public-route detection used `".well-known" in str(request.url)`, a substring match against the full URL. Attackers could smuggle the marker via the query string, hostname, or a deeper path segment to bypass authentication on any MCP route. Replaced with an exact path prefix on `request.url.path` (`startswith("/.well-known/")`). 2. The OAuth2 passthrough fallback (added in #20602 to support `auth_type=oauth2` upstream MCP servers like Atlassian) caught any 401/403 from `user_api_key_auth` and replaced the result with an anonymous `UserAPIKeyAuth()`. That fallback fired regardless of the target server's configured `auth_type`, so an attacker presenting a garbage `Authorization` header could exchange a failed LiteLLM auth for an anonymous session against any server. The fallback now runs only when EVERY MCP server the request targets is operator-configured for `auth_type=oauth2`. For any non-oauth2 server (api_key, bearer_token, basic, etc.), the auth error propagates as before. Target resolution prefers the `x-mcp-servers` header when present (including the explicitly-empty case, which fails closed) and otherwise parses the standard `/mcp/{server_name}` and `/{server_name}/mcp` transport URL patterns. Routes that don't match either form fail closed. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../mcp_server/auth/user_api_key_auth_mcp.py | 97 ++++-- .../auth/test_user_api_key_auth_mcp.py | 277 +++++++++++++++++- 2 files changed, 349 insertions(+), 25 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py b/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py index 357d21eb09..0e40d48efa 100644 --- a/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py +++ b/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py @@ -117,7 +117,10 @@ class MCPRequestHandler: return b"{}" request.body = mock_body # type: ignore - if ".well-known" in str(request.url): # public routes + # Only OAuth metadata routes registered under /.well-known/ are public. + # Match on request.url.path (path-only, exact prefix) so the substring + # cannot be smuggled via query string, hostname, or a deeper URL segment. + if request.url.path.startswith("/.well-known/"): validated_user_api_key_auth = UserAPIKeyAuth() elif has_explicit_litellm_key: # Explicit x-litellm-api-key provided - always validate normally @@ -126,27 +129,31 @@ class MCPRequestHandler: ) elif oauth2_headers: # No x-litellm-api-key, but Authorization header present. - # Could be a LiteLLM key (backward compat) OR an OAuth2 token - # from an upstream MCP provider (e.g. Atlassian). - # Try LiteLLM auth first; on auth failure, treat as OAuth2 passthrough. + # Could be a LiteLLM key (backward compat) OR an opaque OAuth2 token + # the operator wants forwarded to an upstream OAuth2-mode MCP server. + # Try LiteLLM auth first; on auth failure, only fall back to anonymous + # passthrough when the request actually targets a server whose operator + # configured ``auth_type=oauth2``. For any other server (api_key, + # bearer_token, basic, etc.), a failed LiteLLM auth is a real failure + # and must propagate — otherwise an attacker can exchange any garbage + # bearer for an anonymous session. try: validated_user_api_key_auth = await user_api_key_auth( api_key=litellm_api_key, request=request ) - except HTTPException as e: - if e.status_code in (401, 403): + except (HTTPException, ProxyException) as e: + # HTTPException.status_code is int; ProxyException.code is normalized + # to str in its __init__ (proxy/_types.py). + status = e.status_code if isinstance(e, HTTPException) else int(e.code) + if status in ( + 401, + 403, + ) and MCPRequestHandler._target_servers_use_oauth2( + path=request.url.path, mcp_servers=mcp_servers + ): verbose_logger.debug( - "MCP OAuth2: Authorization header is not a valid LiteLLM key, " - "treating as OAuth2 token passthrough" - ) - validated_user_api_key_auth = UserAPIKeyAuth() - else: - raise - except ProxyException as e: - if str(e.code) in ("401", "403"): - verbose_logger.debug( - "MCP OAuth2: Authorization header is not a valid LiteLLM key, " - "treating as OAuth2 token passthrough" + "MCP OAuth2: target server is OAuth2-mode, treating " + "Authorization as upstream OAuth2 token passthrough" ) validated_user_api_key_auth = UserAPIKeyAuth() else: @@ -165,6 +172,62 @@ class MCPRequestHandler: dict(headers), ) + @staticmethod + def _extract_target_server_names_from_path(path: str) -> List[str]: + """ + Extract the target MCP server name from the standard MCP transport + URL patterns: ``/mcp/{server_name}[/...]`` and + ``/{server_name}/mcp[/...]``. Returns ``[]`` for any other path so + callers fail closed when the target cannot be resolved. + + REST/admin endpoints, OAuth2 server endpoints + (``/{server_name}/authorize``, ``/token`` etc.), and ``.well-known`` + discovery routes intentionally fall through — those flows do not need + OAuth2 token passthrough. Clients aggregating multiple servers should + use ``x-mcp-servers``, which takes precedence over path parsing. + """ + segments = [s for s in path.split("/") if s] + if len(segments) >= 2 and segments[0] == "mcp": + return [segments[1]] + if len(segments) >= 2 and segments[1] == "mcp": + return [segments[0]] + return [] + + @staticmethod + def _target_servers_use_oauth2(path: str, mcp_servers: Optional[List[str]]) -> bool: + """ + True only when EVERY MCP server the request targets is configured for + ``auth_type == oauth2``. If any target is non-OAuth2 — or if the target + cannot be resolved at all — return False so the caller fails closed. + + Used to gate the "treat Authorization as opaque OAuth2 token" fallback + in :meth:`process_mcp_request` so a failed LiteLLM-auth cannot be + exchanged for an anonymous session against a non-OAuth2 server. + """ + # Inline imports avoid a circular dependency: mcp_server_manager imports + # from this module. + from litellm.proxy._experimental.mcp_server.mcp_server_manager import ( + global_mcp_server_manager, + ) + from litellm.types.mcp import MCPAuth + + # Use the x-mcp-servers header verbatim when present (including the + # explicitly-empty list, which means "no targets" → fail closed). + # Only fall back to path parsing when the header was absent entirely. + target_names = ( + mcp_servers + if mcp_servers is not None + else MCPRequestHandler._extract_target_server_names_from_path(path) + ) + if not target_names: + return False + + for name in target_names: + server = global_mcp_server_manager.get_mcp_server_by_name(name) + if server is None or server.auth_type != MCPAuth.oauth2: + return False + return True + @staticmethod def _get_mcp_auth_header_from_headers(headers: Headers) -> Optional[str]: """ diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py index 25ff143d59..2256935f35 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py @@ -551,11 +551,14 @@ class TestMCPOAuth2AuthFlow: async def test_oauth2_token_in_authorization_header_fallback(self): """ - When only Authorization header is present with a non-LiteLLM OAuth2 token, + When only Authorization header is present with a non-LiteLLM OAuth2 token + AND the target server is operator-configured for ``auth_type=oauth2``, auth should fall back to permissive mode (OAuth2 passthrough). """ from fastapi import HTTPException + from litellm.types.mcp import MCPAuth + scope = { "type": "http", "method": "POST", @@ -568,10 +571,19 @@ class TestMCPOAuth2AuthFlow: async def mock_user_api_key_auth_fails(api_key, request): raise HTTPException(status_code=401, detail="Invalid API key") - with patch( - "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", - side_effect=mock_user_api_key_auth_fails, + oauth2_server = MagicMock() + oauth2_server.auth_type = MCPAuth.oauth2 + + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, ): + mock_mgr.get_mcp_server_by_name.return_value = oauth2_server ( auth_result, mcp_auth_header, @@ -695,9 +707,11 @@ class TestMCPOAuth2AuthFlow: async def test_proxy_exception_oauth2_fallback(self): """ user_api_key_auth raises ProxyException (not HTTPException) in production. - The OAuth2 fallback must catch ProxyException with code 401/403 too. + The OAuth2 fallback must catch ProxyException with code 401/403 too, + but only when the target server is operator-configured for ``auth_type=oauth2``. """ from litellm.proxy._types import ProxyException + from litellm.types.mcp import MCPAuth scope = { "type": "http", @@ -716,10 +730,19 @@ class TestMCPOAuth2AuthFlow: code=401, ) - with patch( - "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", - side_effect=mock_user_api_key_auth_proxy_exception, + oauth2_server = MagicMock() + oauth2_server.auth_type = MCPAuth.oauth2 + + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_proxy_exception, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, ): + mock_mgr.get_mcp_server_by_name.return_value = oauth2_server ( auth_result, mcp_auth_header, @@ -768,6 +791,244 @@ class TestMCPOAuth2AuthFlow: await MCPRequestHandler.process_mcp_request(scope) +@pytest.mark.asyncio +class TestMCPPublicRouteGuard: + """ + Regression tests for GHSA-7cwm-3279-qf3c / HW6xR21d: + the public-route bypass at the top of process_mcp_request must match + the exact `/.well-known/` path prefix, not a substring of the URL. + """ + + async def test_well_known_substring_in_query_does_not_bypass_auth(self): + """ + URL with `.well-known` smuggled into the query string must still + require valid LiteLLM auth. + """ + from fastapi import HTTPException + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp/private_server", + "query_string": b"redirect=.well-known/oauth-protected-resource", + "headers": [(b"authorization", b"Bearer sk-bogus")], + } + + async def mock_user_api_key_auth_fails(api_key, request): + raise HTTPException(status_code=401, detail="Invalid API key") + + with patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ): + with pytest.raises(HTTPException) as exc_info: + await MCPRequestHandler.process_mcp_request(scope) + assert exc_info.value.status_code == 401 + + async def test_well_known_segment_in_middle_of_path_does_not_bypass_auth(self): + """ + Path containing `.well-known` as a non-prefix component (e.g. a server + name or sub-path) must still require auth. + """ + from fastapi import HTTPException + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp/.well-known-fake/tools", + "headers": [(b"authorization", b"Bearer sk-bogus")], + } + + async def mock_user_api_key_auth_fails(api_key, request): + raise HTTPException(status_code=401, detail="Invalid API key") + + with patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ): + with pytest.raises(HTTPException) as exc_info: + await MCPRequestHandler.process_mcp_request(scope) + assert exc_info.value.status_code == 401 + + async def test_legitimate_well_known_path_still_bypasses_auth(self): + """ + Real OAuth discovery routes registered under /.well-known/ must remain + public so unauthenticated clients can fetch them per RFC 8414/9728. + """ + scope = { + "type": "http", + "method": "GET", + "path": "/.well-known/oauth-protected-resource", + "headers": [], + } + + # No mock needed — public path should not call user_api_key_auth at all + with patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + ) as mock_auth: + (auth_result, *_rest) = await MCPRequestHandler.process_mcp_request(scope) + mock_auth.assert_not_called() + assert isinstance(auth_result, UserAPIKeyAuth) + + +@pytest.mark.asyncio +class TestMCPOAuth2FallbackTargetGating: + """ + Regression tests for GHSA-h8fm-g6wc-j228 / HW6xR21d: + The OAuth2 passthrough fallback must only fire when the target MCP server + is operator-configured for ``auth_type=oauth2``. A failed LiteLLM-auth + against a non-OAuth2 server (api_key, bearer_token, basic, etc.) must + propagate as a real auth error, not be exchanged for an anonymous session. + """ + + @staticmethod + def _make_server(auth_type): + server = MagicMock() + server.auth_type = auth_type + return server + + async def test_fallback_blocked_when_target_is_not_oauth2(self): + from fastapi import HTTPException + + from litellm.types.mcp import MCPAuth + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp/api_key_server", + "headers": [(b"authorization", b"Bearer anything-at-all")], + } + + async def mock_user_api_key_auth_fails(api_key, request): + raise HTTPException(status_code=401, detail="Invalid API key") + + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, + ): + mock_mgr.get_mcp_server_by_name.return_value = ( + TestMCPOAuth2FallbackTargetGating._make_server(MCPAuth.api_key) + ) + with pytest.raises(HTTPException) as exc_info: + await MCPRequestHandler.process_mcp_request(scope) + assert exc_info.value.status_code == 401 + + async def test_fallback_blocked_when_target_unresolvable(self): + """ + If the target server cannot be resolved from path or x-mcp-servers, + we cannot prove it is OAuth2-mode, so we must fail closed. + """ + from fastapi import HTTPException + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp/never_registered_server", + "headers": [(b"authorization", b"Bearer anything")], + } + + async def mock_user_api_key_auth_fails(api_key, request): + raise HTTPException(status_code=401, detail="Invalid API key") + + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, + ): + mock_mgr.get_mcp_server_by_name.return_value = None + with pytest.raises(HTTPException) as exc_info: + await MCPRequestHandler.process_mcp_request(scope) + assert exc_info.value.status_code == 401 + + async def test_fallback_allowed_when_target_is_oauth2_mode(self): + """ + Operator-configured OAuth2 passthrough still works: target server has + ``auth_type=oauth2`` → failed LiteLLM auth falls back to anonymous so + the bearer can be forwarded to upstream. + """ + from fastapi import HTTPException + + from litellm.types.mcp import MCPAuth + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp/atlassian_mcp", + "headers": [ + (b"authorization", b"Bearer atlassian-oauth2-access-token-xyz"), + ], + } + + async def mock_user_api_key_auth_fails(api_key, request): + raise HTTPException(status_code=401, detail="Invalid API key") + + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, + ): + mock_mgr.get_mcp_server_by_name.return_value = ( + TestMCPOAuth2FallbackTargetGating._make_server(MCPAuth.oauth2) + ) + (auth_result, *_rest) = await MCPRequestHandler.process_mcp_request(scope) + assert isinstance(auth_result, UserAPIKeyAuth) + + async def test_fallback_blocked_when_any_target_in_header_is_not_oauth2(self): + """ + x-mcp-servers can list multiple targets. If ANY of them is non-OAuth2, + the fallback must be blocked — otherwise an attacker can mix one + OAuth2-mode server in to enable bypass against the others. + """ + from fastapi import HTTPException + + from litellm.types.mcp import MCPAuth + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp", + "headers": [ + (b"authorization", b"Bearer anything"), + (b"x-mcp-servers", b"oauth2_server,api_key_server"), + ], + } + + async def mock_user_api_key_auth_fails(api_key, request): + raise HTTPException(status_code=401, detail="Invalid API key") + + def mock_lookup(name, client_ip=None): + if name == "oauth2_server": + return TestMCPOAuth2FallbackTargetGating._make_server(MCPAuth.oauth2) + return TestMCPOAuth2FallbackTargetGating._make_server(MCPAuth.api_key) + + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, + ): + mock_mgr.get_mcp_server_by_name.side_effect = mock_lookup + with pytest.raises(HTTPException) as exc_info: + await MCPRequestHandler.process_mcp_request(scope) + assert exc_info.value.status_code == 401 + + class TestMCPCustomHeaderName: """Test suite for custom MCP authentication header name functionality""" From 0a4640fbd0fd7729d276edb6b95d37fd02ec55c7 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 00:42:43 +0000 Subject: [PATCH 03/80] fix(mcp): don't coerce ProxyException.code with int() MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Greptile flagged a regression introduced in the previous commit's merged exception handler: ``ProxyException.__init__`` normalizes ``code`` via ``str(code)``, so a ``code=None`` (valid per the type signature) becomes the string ``"None"``. Coercing that with ``int(...)`` raises ``ValueError``, which propagates uncaught and rewrites the auth error as an unhandled 500 — degrading security posture compared to the pre-merge ``str(e.code) in ("401", "403")`` shape. Compare against both int and str forms of the auth-error codes instead of coercing. Adds a regression test for the ``code=None`` case. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../mcp_server/auth/user_api_key_auth_mcp.py | 12 +++++-- .../auth/test_user_api_key_auth_mcp.py | 32 +++++++++++++++++++ 2 files changed, 41 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py b/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py index 0e40d48efa..3a3bd4744b 100644 --- a/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py +++ b/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py @@ -142,12 +142,18 @@ class MCPRequestHandler: api_key=litellm_api_key, request=request ) except (HTTPException, ProxyException) as e: - # HTTPException.status_code is int; ProxyException.code is normalized - # to str in its __init__ (proxy/_types.py). - status = e.status_code if isinstance(e, HTTPException) else int(e.code) + # HTTPException.status_code is int; ProxyException.code is + # normalized to str in its __init__ but can be ``"None"`` or any + # non-numeric string when the caller didn't supply a numeric + # code, so we compare against both int and str forms rather + # than coercing (``int("None")`` would raise ValueError and + # rewrite the auth error as a 500). + status = e.status_code if isinstance(e, HTTPException) else e.code if status in ( 401, 403, + "401", + "403", ) and MCPRequestHandler._target_servers_use_oauth2( path=request.url.path, mcp_servers=mcp_servers ): diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py index 2256935f35..c6dd1d83bc 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py @@ -1028,6 +1028,38 @@ class TestMCPOAuth2FallbackTargetGating: await MCPRequestHandler.process_mcp_request(scope) assert exc_info.value.status_code == 401 + async def test_proxy_exception_with_non_numeric_code_propagates(self): + """ + ``ProxyException`` normalises ``code`` via ``str()`` in its __init__, + so callers may produce ``"None"`` or any non-numeric string when no + explicit code was supplied. The exception handler must not coerce + with ``int(...)`` (which would raise ``ValueError`` and rewrite the + auth error as an unhandled 500); it must simply re-raise. + """ + from litellm.proxy._types import ProxyException + + scope = { + "type": "http", + "method": "POST", + "path": "/mcp/atlassian_mcp", + "headers": [(b"authorization", b"Bearer anything")], + } + + async def mock_user_api_key_auth_no_code(api_key, request): + raise ProxyException( + message="Authentication Error", + type="auth_error", + param="api_key", + code=None, + ) + + with patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_no_code, + ): + with pytest.raises(ProxyException): + await MCPRequestHandler.process_mcp_request(scope) + class TestMCPCustomHeaderName: """Test suite for custom MCP authentication header name functionality""" From 796844ee0ac0d4a3b3ca3fbc2353daf00a9fd626 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 03:46:45 +0000 Subject: [PATCH 04/80] test(mcp): explicit registry mock in TestMCPPublicRouteGuard Greptile review feedback (P2): the two negative `.well-known`-substring tests fell through to `_target_servers_use_oauth2`, which queries `global_mcp_server_manager.get_mcp_server_by_name`. Without an explicit mock the tests passed only because the real registry happens to be empty in the test process. Mock the manager to return None so the assertion exercises the fail-closed path explicitly. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../auth/test_user_api_key_auth_mcp.py | 26 ++++++++++++++----- 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py index c6dd1d83bc..a349654074 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py @@ -817,10 +817,18 @@ class TestMCPPublicRouteGuard: async def mock_user_api_key_auth_fails(api_key, request): raise HTTPException(status_code=401, detail="Invalid API key") - with patch( - "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", - side_effect=mock_user_api_key_auth_fails, + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, ): + # Explicit unresolvable target — proves auth still fails even + # when the registry has no info to fall back to. + mock_mgr.get_mcp_server_by_name.return_value = None with pytest.raises(HTTPException) as exc_info: await MCPRequestHandler.process_mcp_request(scope) assert exc_info.value.status_code == 401 @@ -842,10 +850,16 @@ class TestMCPPublicRouteGuard: async def mock_user_api_key_auth_fails(api_key, request): raise HTTPException(status_code=401, detail="Invalid API key") - with patch( - "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", - side_effect=mock_user_api_key_auth_fails, + with ( + patch( + "litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp.user_api_key_auth", + side_effect=mock_user_api_key_auth_fails, + ), + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager" + ) as mock_mgr, ): + mock_mgr.get_mcp_server_by_name.return_value = None with pytest.raises(HTTPException) as exc_info: await MCPRequestHandler.process_mcp_request(scope) assert exc_info.value.status_code == 401 From 3e4f9af9555df6fef78e22624778e655d3067173 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Mon, 27 Apr 2026 12:05:49 +0530 Subject: [PATCH 05/80] Add support for azure entra discovery endpoint --- .../mcp_server/mcp_server_manager.py | 41 +++++- .../mcp_server/test_mcp_server_manager.py | 130 ++++++++++++++++++ 2 files changed, 166 insertions(+), 5 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index 251f271903..6aaf37c91e 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -1488,11 +1488,18 @@ class MCPServerManager: client = get_async_httpx_client(llm_provider=httpxSpecialProvider.MCP) response = await client.get(server_url) response.raise_for_status() - verbose_logger.warning( - "MCP OAuth discovery unexpectedly succeeded for %s; server did not challenge", - server_url, + ( + authorization_servers, + resource_scopes, + ) = await self._attempt_well_known_discovery(server_url) + metadata = await self._fetch_authorization_server_metadata( + authorization_servers ) - raise RuntimeError("OAuth discovery must not succeed without a challenge") + if metadata is None and resource_scopes: + return MCPOAuthMetadata(scopes=resource_scopes) + if metadata is not None and resource_scopes: + metadata.scopes = resource_scopes + return metadata except HTTPStatusError as exc: verbose_logger.debug( "MCP OAuth discovery for %s received status error: %s", @@ -1674,6 +1681,9 @@ class MCPServerManager: f"{base}/.well-known/oauth-authorization-server/{path}" ) candidate_urls.append(f"{base}/.well-known/openid-configuration/{path}") + candidate_urls.append( + f"{issuer_url.rstrip('/')}/.well-known/openid-configuration" + ) candidate_urls.append(f"{base}/.well-known/oauth-authorization-server") candidate_urls.append(f"{base}/.well-known/openid-configuration") candidate_urls.append(issuer_url.rstrip("/")) @@ -1713,7 +1723,28 @@ class MCPServerManager: ): return metadata - return None + return self._build_azure_authorization_server_metadata(parsed) + + @staticmethod + def _build_azure_authorization_server_metadata( + parsed_issuer_url: Any, + ) -> Optional[MCPOAuthMetadata]: + path_parts = [ + part for part in (parsed_issuer_url.path or "").split("/") if part + ] + if ( + parsed_issuer_url.netloc != "login.microsoftonline.com" + or len(path_parts) != 2 + or path_parts[1] != "v2.0" + ): + return None + + tenant = path_parts[0] + base = f"{parsed_issuer_url.scheme}://{parsed_issuer_url.netloc}/{tenant}" + return MCPOAuthMetadata( + authorization_url=f"{base}/oauth2/v2.0/authorize", + token_url=f"{base}/oauth2/v2.0/token", + ) @staticmethod def _decrypt_credential_field( diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py index 447c28078e..8614cb3ba7 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py @@ -728,6 +728,136 @@ class TestMCPServerManager: ] assert scopes == ["read", "write"] + @pytest.mark.asyncio + async def test_descovery_metadata_probes_well_known_when_server_does_not_challenge( + self, + ): + manager = MCPServerManager() + + mock_response = MagicMock() + mock_response.raise_for_status = MagicMock() + + mock_client = MagicMock() + mock_client.get = AsyncMock(return_value=mock_response) + + mock_metadata = MCPOAuthMetadata( + scopes=None, + authorization_url="https://login.microsoftonline.com/tenant/oauth2/v2.0/authorize", + token_url="https://login.microsoftonline.com/tenant/oauth2/v2.0/token", + registration_url=None, + ) + + with ( + patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.get_async_httpx_client", + return_value=mock_client, + ), + patch.object( + manager, + "_attempt_well_known_discovery", + AsyncMock( + return_value=( + ["https://login.microsoftonline.com/test-tenant-id/v2.0"], + ["api://some-scope/.default"], + ) + ), + ) as mock_well_known, + patch.object( + manager, + "_fetch_authorization_server_metadata", + AsyncMock(return_value=mock_metadata), + ) as mock_fetch_auth, + ): + result = await manager._descovery_metadata("http://localhost:8001/mcp") + + mock_well_known.assert_awaited_once_with("http://localhost:8001/mcp") + mock_fetch_auth.assert_awaited_once_with( + ["https://login.microsoftonline.com/test-tenant-id/v2.0"] + ) + assert result is mock_metadata + assert result.scopes == ["api://some-scope/.default"] + + @pytest.mark.asyncio + async def test_fetch_single_authorization_server_metadata_supports_azure_issuer_path( + self, + ): + manager = MCPServerManager() + issuer = "https://login.microsoftonline.com/test-tenant-id/v2.0" + + def build_response(url: str): + mock_response = MagicMock() + if url == f"{issuer}/.well-known/openid-configuration": + mock_response.json.return_value = { + "authorization_endpoint": "https://login.microsoftonline.com/test-tenant-id/oauth2/v2.0/authorize", + "token_endpoint": "https://login.microsoftonline.com/test-tenant-id/oauth2/v2.0/token", + "scopes_supported": ["api://some-scope/.default"], + } + mock_response.raise_for_status = MagicMock() + else: + request = httpx.Request("GET", url) + response_obj = httpx.Response(status_code=404, request=request) + mock_response.raise_for_status = MagicMock( + side_effect=httpx.HTTPStatusError( + "not found", request=request, response=response_obj + ) + ) + return mock_response + + mock_client = MagicMock() + mock_client.get = AsyncMock(side_effect=build_response) + + with patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.get_async_httpx_client", + return_value=mock_client, + ): + result = await manager._fetch_single_authorization_server_metadata(issuer) + + assert result is not None + assert ( + result.authorization_url + == "https://login.microsoftonline.com/test-tenant-id/oauth2/v2.0/authorize" + ) + assert ( + result.token_url + == "https://login.microsoftonline.com/test-tenant-id/oauth2/v2.0/token" + ) + assert result.scopes == ["api://some-scope/.default"] + + @pytest.mark.asyncio + async def test_fetch_single_authorization_server_metadata_derives_azure_metadata( + self, + ): + manager = MCPServerManager() + issuer = "https://login.microsoftonline.com/test-tenant-id/v2.0" + + request = httpx.Request("GET", issuer) + response_obj = httpx.Response(status_code=404, request=request) + mock_response = MagicMock() + mock_response.raise_for_status = MagicMock( + side_effect=httpx.HTTPStatusError( + "not found", request=request, response=response_obj + ) + ) + + mock_client = MagicMock() + mock_client.get = AsyncMock(return_value=mock_response) + + with patch( + "litellm.proxy._experimental.mcp_server.mcp_server_manager.get_async_httpx_client", + return_value=mock_client, + ): + result = await manager._fetch_single_authorization_server_metadata(issuer) + + assert result is not None + assert ( + result.authorization_url + == "https://login.microsoftonline.com/test-tenant-id/oauth2/v2.0/authorize" + ) + assert ( + result.token_url + == "https://login.microsoftonline.com/test-tenant-id/oauth2/v2.0/token" + ) + @pytest.mark.asyncio async def test_descovery_metadata_falls_back_to_origin_when_no_auth_servers(self): manager = MCPServerManager() From 6c5b50135e15ac8db244e6eb63b61688e00b3d37 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Mon, 27 Apr 2026 18:57:22 +0530 Subject: [PATCH 06/80] Fix greptile review --- .../mcp_server/mcp_server_manager.py | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index 6aaf37c91e..edc9c87cda 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -106,6 +106,12 @@ if not _separator_probe.is_valid: SEP_986_URL, ) +_AZURE_ENTRA_HOSTS = { + "login.microsoftonline.com", # Global + "login.microsoftonline.us", # US Government + "login.chinacloudapi.cn", # China +} + def _warn_on_server_name_fields( *, @@ -1495,6 +1501,16 @@ class MCPServerManager: metadata = await self._fetch_authorization_server_metadata( authorization_servers ) + if ( + metadata is None + and not resource_scopes + and authorization_servers + and response.status_code == 200 + ): + verbose_logger.warning( + "MCP OAuth discovery for %s received 200 OK without RFC 9728 challenge and no discoverable authorization metadata.", + server_url, + ) if metadata is None and resource_scopes: return MCPOAuthMetadata(scopes=resource_scopes) if metadata is not None and resource_scopes: @@ -1733,7 +1749,7 @@ class MCPServerManager: part for part in (parsed_issuer_url.path or "").split("/") if part ] if ( - parsed_issuer_url.netloc != "login.microsoftonline.com" + parsed_issuer_url.netloc not in _AZURE_ENTRA_HOSTS or len(path_parts) != 2 or path_parts[1] != "v2.0" ): From cfe4bc678e612bcc37831b69582e886bf05e03da Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 15:37:23 +0530 Subject: [PATCH 07/80] feat(vector-stores): support provider-specific Bedrock retrieval config Route vector store search `extra_body` into provider transformers and handle Bedrock `retrievalConfiguration` explicitly so only intended provider-specific fields are forwarded. Made-with: Cursor --- .../azure_ai/vector_stores/transformation.py | 1 + .../base_llm/vector_store/transformation.py | 3 ++ .../bedrock/vector_stores/transformation.py | 23 +++++++----- litellm/llms/custom_httpx/llm_http_handler.py | 3 ++ .../gemini/vector_stores/transformation.py | 1 + .../milvus/vector_stores/transformation.py | 1 + .../openai/vector_stores/transformation.py | 1 + .../pg_vector/vector_stores/transformation.py | 2 ++ .../ragflow/vector_stores/transformation.py | 1 + .../vector_stores/transformation.py | 2 ++ .../vector_stores/rag_api/transformation.py | 1 + .../search_api/transformation.py | 1 + ...est_bedrock_vector_store_transformation.py | 35 +++++++++++++++++++ 13 files changed, 66 insertions(+), 9 deletions(-) diff --git a/litellm/llms/azure_ai/vector_stores/transformation.py b/litellm/llms/azure_ai/vector_stores/transformation.py index b62acb6516..d2c8206ca9 100644 --- a/litellm/llms/azure_ai/vector_stores/transformation.py +++ b/litellm/llms/azure_ai/vector_stores/transformation.py @@ -92,6 +92,7 @@ class AzureAIVectorStoreConfig(BaseVectorStoreConfig, BaseAzureLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/base_llm/vector_store/transformation.py b/litellm/llms/base_llm/vector_store/transformation.py index 5fbf0a4b19..49d2f72db7 100644 --- a/litellm/llms/base_llm/vector_store/transformation.py +++ b/litellm/llms/base_llm/vector_store/transformation.py @@ -56,6 +56,7 @@ class BaseVectorStoreConfig: vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, @@ -67,6 +68,7 @@ class BaseVectorStoreConfig: vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, @@ -81,6 +83,7 @@ class BaseVectorStoreConfig: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, + extra_body=extra_body, api_base=api_base, litellm_logging_obj=litellm_logging_obj, litellm_params=litellm_params, diff --git a/litellm/llms/bedrock/vector_stores/transformation.py b/litellm/llms/bedrock/vector_stores/transformation.py index 4da0a7c779..5b0b64f242 100644 --- a/litellm/llms/bedrock/vector_stores/transformation.py +++ b/litellm/llms/bedrock/vector_stores/transformation.py @@ -1,4 +1,4 @@ -from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union +from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union, cast from urllib.parse import urlparse import httpx @@ -7,8 +7,8 @@ from litellm.llms.base_llm.vector_store.transformation import BaseVectorStoreCon from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM from litellm.types.integrations.rag.bedrock_knowledgebase import ( BedrockKBContent, - BedrockKBResponse, BedrockKBRetrievalConfiguration, + BedrockKBResponse, BedrockKBRetrievalQuery, ) from litellm.types.router import GenericLiteLLMParams @@ -199,6 +199,7 @@ class BedrockVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, @@ -213,6 +214,14 @@ class BedrockVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): } retrieval_config: Dict[str, Any] = {} + from litellm import verbose_logger + + if isinstance(extra_body, dict): + retrieval_config = dict( + extra_body.get("retrievalConfiguration") + or extra_body.get("retrieval_configuration") + or {} + ) max_results = vector_store_search_optional_params.get("max_num_results") if max_results is not None: retrieval_config.setdefault("vectorSearchConfiguration", {})[ @@ -224,13 +233,9 @@ class BedrockVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): "filter" ] = filters if retrieval_config: - # Create a properly typed retrieval configuration - typed_retrieval_config: BedrockKBRetrievalConfiguration = {} - if "vectorSearchConfiguration" in retrieval_config: - typed_retrieval_config["vectorSearchConfiguration"] = retrieval_config[ - "vectorSearchConfiguration" - ] - request_body["retrievalConfiguration"] = typed_retrieval_config + request_body["retrievalConfiguration"] = cast( + BedrockKBRetrievalConfiguration, retrieval_config + ) litellm_logging_obj.model_call_details["query"] = query return url, request_body diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py index b9ada079f6..99f748c0c1 100644 --- a/litellm/llms/custom_httpx/llm_http_handler.py +++ b/litellm/llms/custom_httpx/llm_http_handler.py @@ -8582,6 +8582,7 @@ class BaseLLMHTTPHandler: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, + extra_body=extra_body, api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=dict(litellm_params), @@ -8594,6 +8595,7 @@ class BaseLLMHTTPHandler: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, + extra_body=extra_body, api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=dict(litellm_params), @@ -8694,6 +8696,7 @@ class BaseLLMHTTPHandler: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, + extra_body=extra_body, api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=dict(litellm_params), diff --git a/litellm/llms/gemini/vector_stores/transformation.py b/litellm/llms/gemini/vector_stores/transformation.py index e6e8369643..b6cace066c 100644 --- a/litellm/llms/gemini/vector_stores/transformation.py +++ b/litellm/llms/gemini/vector_stores/transformation.py @@ -115,6 +115,7 @@ class GeminiVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/milvus/vector_stores/transformation.py b/litellm/llms/milvus/vector_stores/transformation.py index fcf5d14db7..8c08b78338 100644 --- a/litellm/llms/milvus/vector_stores/transformation.py +++ b/litellm/llms/milvus/vector_stores/transformation.py @@ -127,6 +127,7 @@ class MilvusVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/openai/vector_stores/transformation.py b/litellm/llms/openai/vector_stores/transformation.py index c763ed1c8d..b6eae390d9 100644 --- a/litellm/llms/openai/vector_stores/transformation.py +++ b/litellm/llms/openai/vector_stores/transformation.py @@ -103,6 +103,7 @@ class OpenAIVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/pg_vector/vector_stores/transformation.py b/litellm/llms/pg_vector/vector_stores/transformation.py index ba87a8f2b0..8261036cae 100644 --- a/litellm/llms/pg_vector/vector_stores/transformation.py +++ b/litellm/llms/pg_vector/vector_stores/transformation.py @@ -77,6 +77,7 @@ class PGVectorStoreConfig(OpenAIVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, @@ -86,6 +87,7 @@ class PGVectorStoreConfig(OpenAIVectorStoreConfig): vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, + extra_body=extra_body, api_base=api_base, litellm_logging_obj=litellm_logging_obj, litellm_params=litellm_params, diff --git a/litellm/llms/ragflow/vector_stores/transformation.py b/litellm/llms/ragflow/vector_stores/transformation.py index ed5397eef0..ae28222c3c 100644 --- a/litellm/llms/ragflow/vector_stores/transformation.py +++ b/litellm/llms/ragflow/vector_stores/transformation.py @@ -99,6 +99,7 @@ class RAGFlowVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/s3_vectors/vector_stores/transformation.py b/litellm/llms/s3_vectors/vector_stores/transformation.py index 19b5976986..0cf8635887 100644 --- a/litellm/llms/s3_vectors/vector_stores/transformation.py +++ b/litellm/llms/s3_vectors/vector_stores/transformation.py @@ -76,6 +76,7 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, @@ -137,6 +138,7 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py b/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py index 4baa5774c4..b3fcf4b394 100644 --- a/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py +++ b/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py @@ -97,6 +97,7 @@ class VertexVectorStoreConfig(BaseVectorStoreConfig, VertexBase): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py b/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py index 179bd7aeff..47dac8dca3 100644 --- a/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py +++ b/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py @@ -104,6 +104,7 @@ class VertexSearchAPIVectorStoreConfig(BaseVectorStoreConfig, VertexBase): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, + extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, diff --git a/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py b/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py index bcd4c62005..5fa48703b1 100644 --- a/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py +++ b/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py @@ -18,6 +18,7 @@ def test_transform_search_request(): vector_store_id="kb123", query="hello", vector_store_search_optional_params={}, + extra_body=None, api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", litellm_logging_obj=mock_log, litellm_params={}, @@ -25,3 +26,37 @@ def test_transform_search_request(): assert url.endswith("/kb123/retrieve") assert body["retrievalQuery"].get("text") == "hello" + + +def test_transform_search_request_uses_only_retrieval_config_from_extra_body(): + config = BedrockVectorStoreConfig() + mock_log = MagicMock() + mock_log.model_call_details = {} + + url, body = config.transform_search_vector_store_request( + vector_store_id="kb123", + query="hello", + vector_store_search_optional_params={}, + extra_body={ + "retrievalConfiguration": { + "vectorSearchConfiguration": { + "overrideSearchType": "HYBRID", + "numberOfResults": 8, + } + }, + "unrelatedField": {"should_not": "be_forwarded"}, + }, + api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", + litellm_logging_obj=mock_log, + litellm_params={}, + ) + + assert url.endswith("/kb123/retrieve") + assert body["retrievalQuery"].get("text") == "hello" + assert ( + body["retrievalConfiguration"]["vectorSearchConfiguration"][ + "overrideSearchType" + ] + == "HYBRID" + ) + assert "unrelatedField" not in body From 6b86e544e889f6a1aa464b559643e95a26b2e899 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 15:51:48 +0530 Subject: [PATCH 08/80] Fix greptile reviews --- .../bedrock/vector_stores/transformation.py | 24 ++++++- ...est_bedrock_vector_store_transformation.py | 70 +++++++++++++++++++ 2 files changed, 92 insertions(+), 2 deletions(-) diff --git a/litellm/llms/bedrock/vector_stores/transformation.py b/litellm/llms/bedrock/vector_stores/transformation.py index 5b0b64f242..4e81fa4e66 100644 --- a/litellm/llms/bedrock/vector_stores/transformation.py +++ b/litellm/llms/bedrock/vector_stores/transformation.py @@ -1,8 +1,10 @@ +from copy import deepcopy from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union, cast from urllib.parse import urlparse import httpx +from litellm._logging import verbose_logger from litellm.llms.base_llm.vector_store.transformation import BaseVectorStoreConfig from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM from litellm.types.integrations.rag.bedrock_knowledgebase import ( @@ -214,21 +216,39 @@ class BedrockVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): } retrieval_config: Dict[str, Any] = {} - from litellm import verbose_logger if isinstance(extra_body, dict): - retrieval_config = dict( + retrieval_config = deepcopy( extra_body.get("retrievalConfiguration") or extra_body.get("retrieval_configuration") or {} ) max_results = vector_store_search_optional_params.get("max_num_results") if max_results is not None: + existing_number_of_results = retrieval_config.get( + "vectorSearchConfiguration", {} + ).get("numberOfResults") + if ( + existing_number_of_results is not None + and existing_number_of_results != max_results + ): + verbose_logger.debug( + "Overriding extra_body retrievalConfiguration.vectorSearchConfiguration.numberOfResults (%s) with max_num_results=%s", + existing_number_of_results, + max_results, + ) retrieval_config.setdefault("vectorSearchConfiguration", {})[ "numberOfResults" ] = max_results filters = vector_store_search_optional_params.get("filters") if filters is not None: + existing_filter = retrieval_config.get("vectorSearchConfiguration", {}).get( + "filter" + ) + if existing_filter is not None and existing_filter != filters: + verbose_logger.debug( + "Overriding extra_body retrievalConfiguration.vectorSearchConfiguration.filter with filters from vector_store_search_optional_params" + ) retrieval_config.setdefault("vectorSearchConfiguration", {})[ "filter" ] = filters diff --git a/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py b/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py index 5fa48703b1..c211a3536e 100644 --- a/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py +++ b/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py @@ -60,3 +60,73 @@ def test_transform_search_request_uses_only_retrieval_config_from_extra_body(): == "HYBRID" ) assert "unrelatedField" not in body + + +def test_transform_search_request_does_not_mutate_extra_body_and_overrides_number_of_results(): + config = BedrockVectorStoreConfig() + mock_log = MagicMock() + mock_log.model_call_details = {} + extra_body = { + "retrievalConfiguration": { + "vectorSearchConfiguration": { + "overrideSearchType": "HYBRID", + "numberOfResults": 8, + } + } + } + + _, body = config.transform_search_vector_store_request( + vector_store_id="kb123", + query="hello", + vector_store_search_optional_params={"max_num_results": 10}, + extra_body=extra_body, + api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", + litellm_logging_obj=mock_log, + litellm_params={}, + ) + + assert ( + body["retrievalConfiguration"]["vectorSearchConfiguration"]["numberOfResults"] + == 10 + ) + assert ( + extra_body["retrievalConfiguration"]["vectorSearchConfiguration"][ + "numberOfResults" + ] + == 8 + ) + + +def test_transform_search_request_overrides_filter_without_mutating_extra_body(): + config = BedrockVectorStoreConfig() + mock_log = MagicMock() + mock_log.model_call_details = {} + extra_body = { + "retrievalConfiguration": { + "vectorSearchConfiguration": { + "filter": {"equals": {"key": "tenant", "value": "a"}} + } + } + } + new_filter = {"equals": {"key": "tenant", "value": "b"}} + + _, body = config.transform_search_vector_store_request( + vector_store_id="kb123", + query="hello", + vector_store_search_optional_params={"filters": new_filter}, + extra_body=extra_body, + api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", + litellm_logging_obj=mock_log, + litellm_params={}, + ) + + assert ( + body["retrievalConfiguration"]["vectorSearchConfiguration"]["filter"] + == new_filter + ) + assert ( + extra_body["retrievalConfiguration"]["vectorSearchConfiguration"]["filter"][ + "equals" + ]["value"] + == "a" + ) From 2d2f540480d34d8a2fd16a2877bd4e9ff5015b44 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 16:58:03 +0530 Subject: [PATCH 09/80] feat(proxy): add team-level search provider credential resolution Allow search requests to resolve provider credentials from request metadata, team metadata, and default team settings with clear precedence, and expose this flow in proxy docs/UI with regression tests. Made-with: Cursor --- docs/my-website/docs/proxy/search.md | 92 ++++++++++++ docs/my-website/docs/proxy/team_budgets.md | 58 ++++++++ litellm/proxy/_types.py | 31 +++- .../management_endpoints/team_endpoints.py | 110 ++++++++++++++- litellm/proxy/search_endpoints/endpoints.py | 10 ++ litellm/router_utils/search_api_router.py | 127 ++++++++++++++++- .../test_team_search_credentials.py | 133 ++++++++++++++++++ .../src/components/networking.tsx | 34 +++++ .../src/components/team/TeamInfo.tsx | 53 ++++++- 9 files changed, 638 insertions(+), 10 deletions(-) create mode 100644 docs/my-website/docs/proxy/search.md create mode 100644 docs/my-website/docs/proxy/team_budgets.md create mode 100644 tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py diff --git a/docs/my-website/docs/proxy/search.md b/docs/my-website/docs/proxy/search.md new file mode 100644 index 0000000000..65c431eb53 --- /dev/null +++ b/docs/my-website/docs/proxy/search.md @@ -0,0 +1,92 @@ +# Search API + +LiteLLM supports team-aware search provider credentials for providers like Tavily, Perplexity, Brave, Exa, and Serper. + +## Per-team search provider configuration + +Set per-team credentials in team metadata: + +```json +{ + "search_provider_config": { + "tavily": { + "api_key": "tvly-team-a-key", + "api_base": "https://api.tavily.com" + }, + "perplexity": { + "api_key": "pplx-team-a-key" + } + } +} +``` + +Update via API: + +```bash +curl -X POST "http://localhost:4000/team/search_provider_config/update" \ + -H "Authorization: Bearer sk-admin-key" \ + -H "Content-Type: application/json" \ + -d '{ + "team_id": "team-a", + "provider": "tavily", + "api_key": "tvly-team-a-key", + "api_base": "https://api.tavily.com" + }' +``` + +## Request flow and precedence + +Search credentials resolve in this order: + +1. Request metadata: `metadata.search_provider_config.` +2. Team DB metadata: `user_api_key_team_metadata.search_provider_config.` +3. YAML team settings: `default_team_settings[].search_provider_config.` +4. Search tool config: `search_tools[].litellm_params` +5. Provider env fallback (`TAVILY_API_KEY`, etc.) + +## Calling search as an end-user + +The caller only uses their team-bound virtual key. + +```bash +curl -X POST "http://localhost:4000/v1/search" \ + -H "Authorization: Bearer sk-team-a-user-key" \ + -H "Content-Type: application/json" \ + -d '{ + "search_tool_name": "company-search", + "query": "latest AI news", + "max_results": 5 + }' +``` + +or with URL tool name: + +```bash +curl -X POST "http://localhost:4000/v1/search/company-search" \ + -H "Authorization: Bearer sk-team-a-user-key" \ + -H "Content-Type: application/json" \ + -d '{ + "query": "latest AI news", + "max_results": 5 + }' +``` + +## YAML examples + +```yaml +search_tools: + - search_tool_name: company-search + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_DEFAULT_API_KEY + +default_team_settings: + - team_id: team-a + search_provider_config: + tavily: + api_key: os.environ/TAVILY_TEAM_A_API_KEY + - team_id: team-b + search_provider_config: + tavily: + api_key: os.environ/TAVILY_TEAM_B_API_KEY +``` diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md new file mode 100644 index 0000000000..47f3a832b0 --- /dev/null +++ b/docs/my-website/docs/proxy/team_budgets.md @@ -0,0 +1,58 @@ +# Team Budgets and Search Cost Attribution + +When search requests are made through LiteLLM with a team-bound key, spend is attributed to that team. + +## Cost attribution for search + +Search calls (`search` / `asearch`) are logged with: + +- `metadata.user_api_key_team_id` +- spend rows in `LiteLLM_SpendLogs.team_id` + +This means each team's search usage can be queried independently even when using the same model/provider family. + +## Why per-team search keys matter + +Using one shared Tavily key makes upstream provider billing opaque by team. +With team-specific provider keys: + +- provider-side billing is isolated per team +- LiteLLM spend logs still aggregate by team id +- finance can reconcile provider invoices + LiteLLM spend logs + +## Recommended setup + +1. Issue per-team virtual keys in LiteLLM. +2. Configure `metadata.search_provider_config` per team. +3. Keep a fallback tool-level key only for teams without explicit config. + +## Example team update + +```bash +curl -X POST "http://localhost:4000/team/update" \ + -H "Authorization: Bearer sk-admin-key" \ + -H "Content-Type: application/json" \ + -d '{ + "team_id": "team-research", + "metadata": { + "search_provider_config": { + "tavily": { + "api_key": "tvly-research-key" + }, + "perplexity": { + "api_key": "pplx-research-key" + } + } + } + }' +``` + +## Example spend query + +```sql +SELECT team_id, call_type, SUM(spend) AS total_spend, COUNT(*) AS requests +FROM "LiteLLM_SpendLogs" +WHERE call_type IN ('search', 'asearch') +GROUP BY team_id, call_type +ORDER BY total_spend DESC; +``` diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 92c920ca59..7b92af92f2 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1695,6 +1695,28 @@ class OrgMember(MemberBase): ] +class SearchProviderCredentials(LiteLLMPydanticObjectBase): + """ + Per-team credentials for a search provider. + """ + + api_key: Optional[str] = None + api_base: Optional[str] = None + + +class TeamSearchProviderConfig(LiteLLMPydanticObjectBase): + """ + Structured team-level search provider credentials. + Stored in team metadata under `search_provider_config`. + """ + + tavily: Optional[SearchProviderCredentials] = None + perplexity: Optional[SearchProviderCredentials] = None + brave: Optional[SearchProviderCredentials] = None + exa: Optional[SearchProviderCredentials] = None + serper: Optional[SearchProviderCredentials] = None + + class TeamBase(LiteLLMPydanticObjectBase): team_alias: Optional[str] = None team_id: Optional[str] = None @@ -1703,7 +1725,7 @@ class TeamBase(LiteLLMPydanticObjectBase): members: list = [] members_with_roles: List[Member] = [] team_member_permissions: Optional[List[str]] = None - metadata: Optional[dict] = None + metadata: Optional[dict] = None # may include search_provider_config tpm_limit: Optional[int] = None rpm_limit: Optional[int] = None @@ -1823,6 +1845,13 @@ class UpdateTeamRequest(LiteLLMPydanticObjectBase): ) +class TeamSearchProviderConfigUpdateRequest(LiteLLMPydanticObjectBase): + team_id: str + provider: str + api_key: Optional[str] = None + api_base: Optional[str] = None + + class ResetTeamBudgetRequest(LiteLLMPydanticObjectBase): """ internal type used to reset the budget on a team diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index f254fea3e7..abd5239c9a 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -59,6 +59,7 @@ from litellm.proxy._types import ( TeamMemberUpdateResponse, TeamModelAddRequest, TeamModelDeleteRequest, + TeamSearchProviderConfigUpdateRequest, UpdateTeamRequest, UserAPIKeyAuth, ) @@ -1856,6 +1857,108 @@ async def update_team( # noqa: PLR0915 raise handle_exception_on_proxy(e) +@router.post( + "/team/search_provider_config/update", + tags=["team management"], + dependencies=[Depends(user_api_key_auth)], +) +@management_endpoint_wrapper +async def update_team_search_provider_config( + data: TeamSearchProviderConfigUpdateRequest, + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """ + Update per-team search provider credentials in team metadata. + + Stored under: + metadata.search_provider_config..{api_key, api_base} + """ + from litellm.proxy.auth.auth_checks import _cache_team_object + from litellm.proxy.proxy_server import ( + prisma_client, + proxy_logging_obj, + user_api_key_cache, + ) + + if prisma_client is None: + raise HTTPException( + status_code=500, + detail={"error": CommonProxyErrors.db_not_connected_error.value}, + ) + + provider = data.provider.strip().lower() + if provider == "": + raise HTTPException( + status_code=400, detail={"error": "provider cannot be empty"} + ) + + existing_team_row = await prisma_client.db.litellm_teamtable.find_unique( + where={"team_id": data.team_id} + ) + if existing_team_row is None: + raise HTTPException( + status_code=404, + detail={"error": f"Team not found, passed team_id={data.team_id}"}, + ) + + await _verify_team_access( + team_obj=LiteLLM_TeamTable(**existing_team_row.model_dump()), + user_api_key_dict=user_api_key_dict, + ) + + metadata: Dict[str, Any] = {} + if isinstance(existing_team_row.metadata, dict): + metadata = dict(existing_team_row.metadata) + + search_provider_config = metadata.get("search_provider_config") + if not isinstance(search_provider_config, dict): + search_provider_config = {} + + provider_config = search_provider_config.get(provider) + if not isinstance(provider_config, dict): + provider_config = {} + + if data.api_key is not None: + provider_config["api_key"] = data.api_key + if data.api_base is not None: + provider_config["api_base"] = data.api_base + + if provider_config.get("api_key") in (None, "") and provider_config.get( + "api_base" + ) in ( + None, + "", + ): + search_provider_config.pop(provider, None) + else: + search_provider_config[provider] = provider_config + + metadata["search_provider_config"] = search_provider_config + + team_row: Optional[LiteLLM_TeamTable] = ( + await prisma_client.db.litellm_teamtable.update( + where={"team_id": data.team_id}, + data={"metadata": metadata}, + include={"litellm_model_table": True}, # type: ignore + ) + ) + + if team_row is not None and team_row.team_id is not None: + await _cache_team_object( + team_id=team_row.team_id, + team_table=LiteLLM_TeamTableCachedObj(**team_row.model_dump()), + user_api_key_cache=user_api_key_cache, + proxy_logging_obj=proxy_logging_obj, + ) + + return { + "message": "Team search provider configuration updated", + "team_id": data.team_id, + "provider": provider, + "search_provider_config": search_provider_config, + } + + def _set_budget_reset_at(data: UpdateTeamRequest, updated_kv: dict) -> None: """Set budget_reset_at in updated_kv if budget_duration is provided.""" if data.budget_duration is not None: @@ -2049,8 +2152,11 @@ async def _process_team_members( # Resolve allowed_models: explicit request value, or fall back to team's default_team_member_models member_allowed_models = data.allowed_models - if member_allowed_models is None and complete_team_data.default_team_member_models: - member_allowed_models = complete_team_data.default_team_member_models + team_default_member_models = getattr( + complete_team_data, "default_team_member_models", None + ) + if member_allowed_models is None and team_default_member_models: + member_allowed_models = team_default_member_models if isinstance(data.member, Member): try: diff --git a/litellm/proxy/search_endpoints/endpoints.py b/litellm/proxy/search_endpoints/endpoints.py index 8bed5b5407..ce2949f707 100644 --- a/litellm/proxy/search_endpoints/endpoints.py +++ b/litellm/proxy/search_endpoints/endpoints.py @@ -163,6 +163,16 @@ async def search( data["metadata"] = {} data["metadata"]["model_group"] = search_tool_name_value + # Ensure team context is available to search router credential resolution. + # add_litellm_data_to_request() also injects these values, but this keeps + # search endpoint behavior explicit and resilient for direct router paths. + if "metadata" not in data or not isinstance(data.get("metadata"), dict): + data["metadata"] = {} + if getattr(user_api_key_dict, "team_metadata", None) is not None: + data["metadata"]["user_api_key_team_metadata"] = user_api_key_dict.team_metadata + if getattr(user_api_key_dict, "team_id", None) is not None: + data["metadata"]["user_api_key_team_id"] = user_api_key_dict.team_id + # Process request using ProxyBaseLLMRequestProcessing processor = ProxyBaseLLMRequestProcessing(data=data) try: diff --git a/litellm/router_utils/search_api_router.py b/litellm/router_utils/search_api_router.py index a26aa7e71e..e2e98a6573 100644 --- a/litellm/router_utils/search_api_router.py +++ b/litellm/router_utils/search_api_router.py @@ -8,8 +8,9 @@ import asyncio import random import traceback from functools import partial -from typing import Any, Callable +from typing import Any, Callable, Dict, Optional, Tuple +import litellm from litellm._logging import verbose_router_logger @@ -20,6 +21,96 @@ class SearchAPIRouter: Provides methods for search tool selection, load balancing, and fallback handling. """ + @staticmethod + def _get_team_config_from_default_settings( + team_id: Optional[str], + ) -> Optional[Dict[str, Any]]: + """ + Resolve team config from litellm.default_team_settings. + + This allows search requests to read per-team settings from proxy config + (YAML) similar to completion paths that use ProxyConfig.load_team_config(). + """ + if not team_id: + return None + + default_team_settings = getattr(litellm, "default_team_settings", None) + if not isinstance(default_team_settings, list): + return None + + for team_setting in default_team_settings: + if ( + isinstance(team_setting, dict) + and team_setting.get("team_id") == team_id + ): + return team_setting + return None + + @staticmethod + def _resolve_search_provider_credentials( + *, + search_provider: str, + tool_litellm_params: Dict[str, Any], + request_metadata: Optional[Dict[str, Any]] = None, + team_metadata: Optional[Dict[str, Any]] = None, + team_config: Optional[Dict[str, Any]] = None, + ) -> Tuple[Optional[str], Optional[str]]: + """ + Resolve search provider credentials with precedence: + 1. request metadata.search_provider_config.{provider} + 2. team metadata.search_provider_config.{provider} + 3. default_team_settings.search_provider_config.{provider} + 4. search_tool.litellm_params + 5. env fallback in provider validate_environment() + """ + resolved_api_key: Optional[str] = None + resolved_api_base: Optional[str] = None + + request_provider_config = {} + if isinstance(request_metadata, dict): + search_provider_config = request_metadata.get("search_provider_config") + if isinstance(search_provider_config, dict): + request_provider_config = search_provider_config.get( + search_provider, {} + ) + + team_provider_config = {} + if isinstance(team_metadata, dict): + search_provider_config = team_metadata.get("search_provider_config") + if isinstance(search_provider_config, dict): + team_provider_config = search_provider_config.get(search_provider, {}) + + team_settings_provider_config = {} + if isinstance(team_config, dict): + search_provider_config = team_config.get("search_provider_config") + if isinstance(search_provider_config, dict): + team_settings_provider_config = search_provider_config.get( + search_provider, {} + ) + + if isinstance(request_provider_config, dict): + resolved_api_key = request_provider_config.get("api_key") + resolved_api_base = request_provider_config.get("api_base") + + if resolved_api_key is None and isinstance(team_provider_config, dict): + resolved_api_key = team_provider_config.get("api_key") + if resolved_api_base is None and isinstance(team_provider_config, dict): + resolved_api_base = team_provider_config.get("api_base") + + if resolved_api_key is None and isinstance(team_settings_provider_config, dict): + resolved_api_key = team_settings_provider_config.get("api_key") + if resolved_api_base is None and isinstance( + team_settings_provider_config, dict + ): + resolved_api_base = team_settings_provider_config.get("api_base") + + if resolved_api_key is None: + resolved_api_key = tool_litellm_params.get("api_key") + if resolved_api_base is None: + resolved_api_base = tool_litellm_params.get("api_base") + + return resolved_api_key, resolved_api_base + @staticmethod async def update_router_search_tools(router_instance: Any, search_tools: list): """ @@ -198,16 +289,42 @@ class SearchAPIRouter: # Extract search provider and other params from litellm_params litellm_params = selected_tool.get("litellm_params", {}) search_provider = litellm_params.get("search_provider") - api_key = litellm_params.get("api_key") - api_base = litellm_params.get("api_base") - if not search_provider: raise ValueError( f"search_provider not found in litellm_params for search tool '{search_tool_name}'" ) + request_metadata = kwargs.get("metadata") + litellm_metadata = kwargs.get("litellm_metadata") + if not isinstance(request_metadata, dict) and isinstance( + litellm_metadata, dict + ): + request_metadata = litellm_metadata + + team_metadata = {} + team_id: Optional[str] = None + if isinstance(request_metadata, dict): + _team_metadata = request_metadata.get("user_api_key_team_metadata") + if isinstance(_team_metadata, dict): + team_metadata = _team_metadata + _team_id = request_metadata.get("user_api_key_team_id") + if isinstance(_team_id, str): + team_id = _team_id + + team_config = SearchAPIRouter._get_team_config_from_default_settings( + team_id=team_id + ) + + api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( + search_provider=search_provider, + tool_litellm_params=litellm_params, + request_metadata=request_metadata, + team_metadata=team_metadata, + team_config=team_config, + ) + verbose_router_logger.debug( - f"Selected search tool with provider: {search_provider}" + f"Selected search tool with provider: {search_provider}, team_id={team_id}" ) # Call the original search function with the provider config diff --git a/tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py b/tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py new file mode 100644 index 0000000000..eab167fb75 --- /dev/null +++ b/tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py @@ -0,0 +1,133 @@ +import os +import sys +from unittest.mock import patch + +import pytest +from fastapi.testclient import TestClient + +sys.path.insert(0, os.path.abspath("../../../../..")) + +from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth +from litellm.proxy.auth.user_api_key_auth import user_api_key_auth +from litellm.proxy.proxy_server import app +from litellm.router_utils.search_api_router import SearchAPIRouter + + +def test_resolve_credentials_team_metadata_overrides_tool_params(): + api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( + search_provider="tavily", + tool_litellm_params={ + "api_key": "tool-key", + "api_base": "https://tool.example.com", + }, + team_metadata={ + "search_provider_config": { + "tavily": { + "api_key": "team-key", + "api_base": "https://team.example.com", + } + } + }, + ) + assert api_key == "team-key" + assert api_base == "https://team.example.com" + + +def test_resolve_credentials_request_metadata_has_highest_precedence(): + api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( + search_provider="tavily", + tool_litellm_params={ + "api_key": "tool-key", + "api_base": "https://tool.example.com", + }, + request_metadata={ + "search_provider_config": { + "tavily": { + "api_key": "request-key", + "api_base": "https://request.example.com", + } + } + }, + team_metadata={ + "search_provider_config": { + "tavily": { + "api_key": "team-key", + "api_base": "https://team.example.com", + } + } + }, + ) + assert api_key == "request-key" + assert api_base == "https://request.example.com" + + +def test_resolve_credentials_from_default_team_settings(): + with patch( + "litellm.default_team_settings", + [ + { + "team_id": "team-a", + "search_provider_config": { + "tavily": { + "api_key": "team-settings-key", + "api_base": "https://team-settings.example.com", + } + }, + } + ], + ): + team_config = SearchAPIRouter._get_team_config_from_default_settings("team-a") + api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( + search_provider="tavily", + tool_litellm_params={}, + team_config=team_config, + ) + assert api_key == "team-settings-key" + assert api_base == "https://team-settings.example.com" + + +@pytest.mark.asyncio +async def test_search_endpoint_injects_team_metadata(): + captured_metadata = {} + + async def _mock_process(self, **kwargs): + nonlocal captured_metadata + captured_metadata = self.data.get("metadata", {}) + return {"object": "search", "results": []} + + app.dependency_overrides[user_api_key_auth] = lambda: UserAPIKeyAuth( + user_role=LitellmUserRoles.PROXY_ADMIN, + user_id="admin-user", + team_id="team-test", + team_metadata={ + "search_provider_config": { + "tavily": {"api_key": "team-test-key"}, + } + }, + ) + + try: + with patch( + "litellm.proxy.common_request_processing.ProxyBaseLLMRequestProcessing.base_process_llm_request", + new=_mock_process, + ): + client = TestClient(app) + response = client.post( + "/v1/search", + json={ + "search_tool_name": "tool-a", + "search_provider": "tavily", + "query": "latest ai news", + }, + ) + assert response.status_code == 200 + assert captured_metadata.get("user_api_key_team_id") == "team-test" + assert ( + captured_metadata.get("user_api_key_team_metadata", {}) + .get("search_provider_config", {}) + .get("tavily", {}) + .get("api_key") + == "team-test-key" + ) + finally: + app.dependency_overrides.pop(user_api_key_auth, None) diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index 44208904a7..6cd9423c37 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -3725,6 +3725,40 @@ export const teamUpdateCall = async ( } }; +export const updateTeamSearchProviderConfigCall = async ( + accessToken: string, + formValues: { + team_id: string; + provider: string; + api_key?: string | null; + api_base?: string | null; + }, +) => { + try { + const url = proxyBaseUrl + ? `${proxyBaseUrl}/team/search_provider_config/update` + : `/team/search_provider_config/update`; + const response = await fetch(url, { + method: "POST", + headers: { + [globalLitellmHeaderName]: `Bearer ${accessToken}`, + "Content-Type": "application/json", + }, + body: JSON.stringify(formValues), + }); + + if (!response.ok) { + const errorData = await response.text(); + handleError(errorData); + throw new Error(errorData); + } + return await response.json(); + } catch (error) { + console.error("Failed to update team search provider config:", error); + throw error; + } +}; + /** * Patch update a model * diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index ef98054c08..1a2e97faaa 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -457,13 +457,26 @@ const TeamInfoView: React.FC = ({ try { const rawMetadata = values.metadata ? JSON.parse(values.metadata) : {}; // Exclude soft_budget_alerting_emails from parsed metadata since it's handled separately - const { soft_budget_alerting_emails, ...rest } = rawMetadata; + const { soft_budget_alerting_emails, search_provider_config, ...rest } = rawMetadata; parsedMetadata = rest; } catch (e) { NotificationsManager.fromBackend("Invalid JSON in metadata field"); return; } + let searchProviderConfig: Record | undefined; + if (typeof values.search_provider_config === "string") { + const trimmedSearchProviderConfig = values.search_provider_config.trim(); + if (trimmedSearchProviderConfig.length > 0) { + try { + searchProviderConfig = JSON.parse(trimmedSearchProviderConfig); + } catch (e) { + NotificationsManager.fromBackend("Invalid JSON in search provider configuration"); + return; + } + } + } + let secretManagerSettings: Record | undefined; if (typeof values.secret_manager_settings === "string") { const trimmedSecretConfig = values.secret_manager_settings.trim(); @@ -513,6 +526,7 @@ const TeamInfoView: React.FC = ({ budget_duration: values.budget_duration, metadata: { ...parsedMetadata, + ...(searchProviderConfig !== undefined ? { search_provider_config: searchProviderConfig } : {}), guardrails: (values.guardrails || []).filter((n: string) => !globalGuardrailNames.has(n)), opted_out_global_guardrails: optedOutGlobalGuardrails, ...(values.logging_settings?.length > 0 ? { logging: values.logging_settings } : {}), @@ -952,11 +966,14 @@ const TeamInfoView: React.FC = ({ : "", metadata: info.metadata ? JSON.stringify( - (({ logging, secret_manager_settings, soft_budget_alerting_emails, model_tpm_limit, model_rpm_limit, ...rest }) => rest)(info.metadata), + (({ logging, secret_manager_settings, soft_budget_alerting_emails, search_provider_config, model_tpm_limit, model_rpm_limit, ...rest }) => rest)(info.metadata), null, 2, ) : "", + search_provider_config: info.metadata?.search_provider_config + ? JSON.stringify(info.metadata.search_provider_config, null, 2) + : "", logging_settings: info.metadata?.logging || [], secret_manager_settings: info.metadata?.secret_manager_settings ? JSON.stringify(info.metadata.secret_manager_settings, null, 2) @@ -1399,6 +1416,29 @@ const TeamInfoView: React.FC = ({ /> + { + if (!value || (typeof value === "string" && value.trim() === "")) { + return Promise.resolve(); + } + try { + JSON.parse(value); + return Promise.resolve(); + } catch (error) { + return Promise.reject(new Error("Please enter valid JSON")); + } + }, + }, + ]} + > + + + = ({ )} + + {info.metadata?.search_provider_config && ( +
+ Search Provider Configuration + 
+                          {JSON.stringify(info.metadata.search_provider_config, null, 2)}
+
+
+ )} )} From c4e074f27707a509f76801d8532a9982b3643567 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 18:53:32 +0530 Subject: [PATCH 10/80] feat(proxy): add model-like search tool access control Treat search tools like models by adding team/key allowed_search_tools controls, enforcing search tool authorization checks, and moving credential ownership to search tool config only to avoid exposing secrets in team metadata. Made-with: Cursor --- .../docs/proxy/search_tools_access.md | 439 ++++++++++++ .../out/{404.html => 404/index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../out/{chat.html => chat/index.html} | 0 .../index.html} | 0 .../{budgets.html => budgets/index.html} | 0 .../{caching.html => caching/index.html} | 0 .../index.html} | 0 .../{old-usage.html => old-usage/index.html} | 0 .../{prompts.html => prompts/index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../out/{login.html => login/index.html} | 0 .../out/{logs.html => logs/index.html} | 0 .../{callback.html => callback/index.html} | 0 .../{model-hub.html => model-hub/index.html} | 0 .../{model_hub.html => model_hub/index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../{policies.html => policies/index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../{ui-theme.html => ui-theme/index.html} | 0 .../out/{skills.html => skills/index.html} | 0 .../out/{teams.html => teams/index.html} | 0 .../{test-key.html => test-key/index.html} | 0 .../index.html} | 0 .../index.html} | 0 .../out/{usage.html => usage/index.html} | 0 .../out/{users.html => users/index.html} | 0 .../index.html} | 0 litellm/proxy/_types.py | 11 +- litellm/proxy/auth/auth_checks.py | 94 +++ .../management_endpoints/team_endpoints.py | 103 --- litellm/proxy/schema.prisma | 2 + litellm/proxy/search_endpoints/endpoints.py | 35 +- litellm/router_utils/search_api_router.py | 63 +- proxy_server.log | 659 ++++++++++++++++++ proxy_server_config.yaml | 232 +----- tests/test_proxy_search_tool_auth.py | 212 ++++++ .../components/modals/CreateTeamModal.tsx | 50 +- .../src/components/OldTeams.tsx | 49 +- .../src/components/networking.tsx | 34 - .../src/components/team/TeamInfo.tsx | 92 ++- 49 files changed, 1597 insertions(+), 478 deletions(-) create mode 100644 docs/my-website/docs/proxy/search_tools_access.md rename litellm/proxy/_experimental/out/{404.html => 404/index.html} (100%) rename litellm/proxy/_experimental/out/{_not-found.html => _not-found/index.html} (100%) rename litellm/proxy/_experimental/out/{api-reference.html => api-reference/index.html} (100%) rename litellm/proxy/_experimental/out/{chat.html => chat/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{api-playground.html => api-playground/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{budgets.html => budgets/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{caching.html => caching/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{claude-code-plugins.html => claude-code-plugins/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{old-usage.html => old-usage/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{prompts.html => prompts/index.html} (100%) rename litellm/proxy/_experimental/out/experimental/{tag-management.html => tag-management/index.html} (100%) rename litellm/proxy/_experimental/out/{guardrails.html => guardrails/index.html} (100%) rename litellm/proxy/_experimental/out/{login.html => login/index.html} (100%) rename litellm/proxy/_experimental/out/{logs.html => logs/index.html} (100%) rename litellm/proxy/_experimental/out/mcp/oauth/{callback.html => callback/index.html} (100%) rename litellm/proxy/_experimental/out/{model-hub.html => model-hub/index.html} (100%) rename litellm/proxy/_experimental/out/{model_hub.html => model_hub/index.html} (100%) rename litellm/proxy/_experimental/out/{model_hub_table.html => model_hub_table/index.html} (100%) rename litellm/proxy/_experimental/out/{models-and-endpoints.html => models-and-endpoints/index.html} (100%) rename litellm/proxy/_experimental/out/{onboarding.html => onboarding/index.html} (100%) rename litellm/proxy/_experimental/out/{organizations.html => organizations/index.html} (100%) rename litellm/proxy/_experimental/out/{playground.html => playground/index.html} (100%) rename litellm/proxy/_experimental/out/{policies.html => policies/index.html} (100%) rename litellm/proxy/_experimental/out/settings/{admin-settings.html => admin-settings/index.html} (100%) rename litellm/proxy/_experimental/out/settings/{logging-and-alerts.html => logging-and-alerts/index.html} (100%) rename litellm/proxy/_experimental/out/settings/{router-settings.html => router-settings/index.html} (100%) rename litellm/proxy/_experimental/out/settings/{ui-theme.html => ui-theme/index.html} (100%) rename litellm/proxy/_experimental/out/{skills.html => skills/index.html} (100%) rename litellm/proxy/_experimental/out/{teams.html => teams/index.html} (100%) rename litellm/proxy/_experimental/out/{test-key.html => test-key/index.html} (100%) rename litellm/proxy/_experimental/out/tools/{mcp-servers.html => mcp-servers/index.html} (100%) rename litellm/proxy/_experimental/out/tools/{vector-stores.html => vector-stores/index.html} (100%) rename litellm/proxy/_experimental/out/{usage.html => usage/index.html} (100%) rename litellm/proxy/_experimental/out/{users.html => users/index.html} (100%) rename litellm/proxy/_experimental/out/{virtual-keys.html => virtual-keys/index.html} (100%) create mode 100644 proxy_server.log create mode 100644 tests/test_proxy_search_tool_auth.py diff --git a/docs/my-website/docs/proxy/search_tools_access.md b/docs/my-website/docs/proxy/search_tools_access.md new file mode 100644 index 0000000000..8c04735363 --- /dev/null +++ b/docs/my-website/docs/proxy/search_tools_access.md @@ -0,0 +1,439 @@ +# Search Tools Access Control + +Control which teams and keys can access specific search tools using model-like allowlists. + +## Overview + +Search tools in LiteLLM Proxy use the same access control pattern as models: + +- **Team-level allowlist**: `allowed_search_tools` on teams +- **Key-level allowlist**: `allowed_search_tools` on keys +- **Tool-only credentials**: API keys stored ONLY in search tool configuration +- **Secure by default**: Credentials never exposed in team/key metadata + +## Quick Start + +### Step 1: Configure Search Tools + +Define search tools in your `proxy_server_config.yaml`: + +```yaml +search_tools: + - search_tool_name: perplexity-search + litellm_params: + search_provider: perplexity + api_key: os.environ/PERPLEXITYAI_API_KEY + + - search_tool_name: tavily-search + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_API_KEY + + - search_tool_name: tavily-marketing + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_MARKETING_API_KEY + + - search_tool_name: brave-search + litellm_params: + search_provider: brave + api_key: os.environ/BRAVE_API_KEY +``` + +### Step 2: Create Teams with Search Tool Access + +```bash +curl -X POST 'http://localhost:4000/team/new' \ + -H 'Authorization: Bearer ' \ + -H 'Content-Type: application/json' \ + -d '{ + "team_alias": "marketing-team", + "models": ["gpt-4"], + "allowed_search_tools": ["tavily-marketing", "perplexity-search"] + }' +``` + +### Step 3: Generate Keys for Teams + +```bash +curl -X POST 'http://localhost:4000/key/generate' \ + -H 'Authorization: Bearer ' \ + -H 'Content-Type: application/json' \ + -d '{ + "team_id": "", + "models": ["gpt-4"], + "allowed_search_tools": ["tavily-marketing"] + }' +``` + +### Step 4: Use Search Tools + +```bash +curl -X POST 'http://localhost:4000/v1/search/tavily-marketing' \ + -H 'Authorization: Bearer sk-...' \ + -d '{"query": "latest marketing trends"}' +``` + +## Access Control Rules + +### Authorization Flow + +```mermaid +flowchart TD + Request["/v1/search/tavily-search"] --> KeyCheck{Key has access?} + KeyCheck -->|No| Deny403[403 Forbidden] + KeyCheck -->|Yes| TeamCheck{Team has access?} + TeamCheck -->|No| Deny403 + TeamCheck -->|Yes| GetCreds[Get credentials from tool config] + GetCreds --> CallAPI[Call Tavily API] +``` + +### Allowlist Behavior + +| Allowlist Value | Behavior | +|----------------|----------| +| `[]` (empty) | Access to **all** search tools | +| `["tool-a", "tool-b"]` | Access only to `tool-a` and `tool-b` | +| Not set / `null` | Access to **all** search tools | + +### Examples + +**Example 1: Team restricts tools, key further restricts** + +```yaml +# Team allows 3 tools +team.allowed_search_tools = ["tavily", "perplexity", "brave"] + +# Key only allows 1 tool +key.allowed_search_tools = ["tavily"] + +# Result: Key can ONLY access "tavily" +``` + +**Example 2: Empty allowlists grant full access** + +```yaml +# Team allows all +team.allowed_search_tools = [] + +# Key allows all +key.allowed_search_tools = [] + +# Result: Key can access ANY search tool +``` + +**Example 3: Team blocks access even if key allows** + +```yaml +# Team restricts to perplexity +team.allowed_search_tools = ["perplexity"] + +# Key allows tavily +key.allowed_search_tools = ["tavily"] + +# Result: Access DENIED - team doesn't allow tavily +``` + +## Configuration Patterns + +### Pattern 1: Per-Team Search Tool Isolation + +Each team gets their own search tool with dedicated credentials: + +```yaml +search_tools: + - search_tool_name: tavily-team-a + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_TEAM_A_KEY + + - search_tool_name: tavily-team-b + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_TEAM_B_KEY +``` + +```bash +# Create teams with isolated tools +curl -X POST 'http://localhost:4000/team/new' \ + -H 'Authorization: Bearer ' \ + -d '{ + "team_alias": "team-a", + "allowed_search_tools": ["tavily-team-a"] + }' +``` + +**Benefits**: +- Complete cost isolation (different Tavily accounts) +- Separate rate limits per team +- Independent billing + +### Pattern 2: Shared Tools with Access Control + +Share search tools across teams with allowlist restrictions: + +```yaml +search_tools: + - search_tool_name: tavily-premium + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_PREMIUM_KEY + + - search_tool_name: perplexity-standard + litellm_params: + search_provider: perplexity + api_key: os.environ/PERPLEXITY_KEY +``` + +```bash +# Enterprise team gets premium tools +curl -X POST 'http://localhost:4000/team/new' \ + -d '{ + "team_alias": "enterprise", + "allowed_search_tools": ["tavily-premium", "perplexity-standard"] + }' + +# Regular team gets standard tools only +curl -X POST 'http://localhost:4000/team/new' \ + -d '{ + "team_alias": "standard", + "allowed_search_tools": ["perplexity-standard"] + }' +``` + +### Pattern 3: Open Access with Cost Tracking + +Allow all teams to access tools, track costs via `team_id`: + +```yaml +search_tools: + - search_tool_name: tavily-shared + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_SHARED_KEY +``` + +```bash +# Teams with empty allowlists can access all tools +curl -X POST 'http://localhost:4000/team/new' \ + -d '{ + "team_alias": "team-a", + "allowed_search_tools": [] + }' +``` + +Query spend by team: + +```sql +SELECT + team_id, + SUM(spend) as total_spend, + COUNT(*) as request_count +FROM "LiteLLM_SpendLogs" +WHERE call_type = 'search' + AND model LIKE 'tavily%' +GROUP BY team_id; +``` + +## Security Model + +### Credentials Storage + +**Secure**: Credentials stored ONLY in search tool configuration + +```yaml +# ✅ CORRECT - Credentials in tool config +search_tools: + - search_tool_name: tavily-search + litellm_params: + api_key: os.environ/TAVILY_API_KEY # Stored here +``` + +**Never in team/key metadata**: + +```json +{ + "team_id": "team-123", + "allowed_search_tools": ["tavily-search"], + "metadata": {} // ✅ No credentials here +} +``` + +### Access Control Only + +Teams and keys only specify **which tools** they can access, not credentials: + +```json +{ + "team": { + "allowed_search_tools": ["tool-a", "tool-b"] // Access control + }, + "key": { + "allowed_search_tools": ["tool-a"] // Access control + } +} +``` + +## API Reference + +### Create Team with Search Tools + +```bash +POST /team/new + +{ + "team_alias": "marketing", + "models": ["gpt-4"], + "allowed_search_tools": ["tavily-search", "perplexity-search"] +} +``` + +### Update Team Search Tools + +```bash +POST /team/update + +{ + "team_id": "team-123", + "allowed_search_tools": ["brave-search"] +} +``` + +### Generate Key with Search Tools + +```bash +POST /key/generate + +{ + "team_id": "team-123", + "models": ["gpt-4"], + "allowed_search_tools": ["tavily-search"] +} +``` + +### List Available Search Tools + +```bash +GET /v1/search/tools + +# Response: +{ + "object": "list", + "data": [ + { + "search_tool_name": "tavily-search", + "search_provider": "tavily" + } + ] +} +``` + +## Cost Attribution + +Search requests are automatically attributed to the team via `team_id` in spend logs: + +```sql +SELECT + team_id, + model as search_tool, + SUM(spend) as cost, + COUNT(*) as requests +FROM "LiteLLM_SpendLogs" +WHERE call_type = 'search' + AND created_at >= NOW() - INTERVAL '30 days' +GROUP BY team_id, model +ORDER BY cost DESC; +``` + +**Example output**: + +| team_id | search_tool | cost | requests | +|---------|-------------|------|----------| +| team-marketing | tavily-search | $45.20 | 904 | +| team-engineering | perplexity-search | $32.15 | 643 | +| team-research | brave-search | $8.50 | 170 | + +## Migration from Legacy Approach + +If you previously stored credentials in team metadata, migrate to the new approach: + +### Before (Insecure) + +```json +{ + "team": { + "metadata": { + "search_provider_config": { + "tavily": {"api_key": "tvly-..."} // ❌ Exposed + } + } + } +} +``` + +### After (Secure) + +```yaml +# 1. Move credentials to search tool config +search_tools: + - search_tool_name: tavily-marketing + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_MARKETING_KEY # ✅ Secure + +# 2. Update team with allowlist +team: + allowed_search_tools: ["tavily-marketing"] # ✅ Access control only +``` + +## Troubleshooting + +### 403 Forbidden Error + +```json +{ + "error": "Key not allowed to access search tool: tavily-search. + Allowed search tools: [perplexity-search]" +} +``` + +**Solution**: Add the search tool to key's `allowed_search_tools`: + +```bash +curl -X POST 'http://localhost:4000/key/update' \ + -d '{ + "key": "sk-...", + "allowed_search_tools": ["tavily-search", "perplexity-search"] + }' +``` + +### Search Tool Not Found + +```json +{"error": "Search tool not found: tavily-search"} +``` + +**Solution**: Add the search tool to your `proxy_server_config.yaml`: + +```yaml +search_tools: + - search_tool_name: tavily-search + litellm_params: + search_provider: tavily + api_key: os.environ/TAVILY_API_KEY +``` + +## Best Practices + +1. **Use descriptive tool names**: `tavily-marketing` vs `tavily-1` +2. **Empty allowlists for admins**: Grant full access to admin teams +3. **Restrict by role**: Marketing gets marketing tools, engineering gets code search +4. **Monitor costs per team**: Query spend logs regularly +5. **Rotate credentials in tools**: Update environment variables, not team metadata +6. **Start restrictive**: Add tools to allowlists as needed + +## Related + +- [Search API Reference](./search.md) +- [Team Management](./team_budgets.md) +- [Cost Tracking](./cost_tracking.md) diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404/index.html similarity index 100% rename from litellm/proxy/_experimental/out/404.html rename to litellm/proxy/_experimental/out/404/index.html diff --git a/litellm/proxy/_experimental/out/_not-found.html b/litellm/proxy/_experimental/out/_not-found/index.html similarity index 100% rename from litellm/proxy/_experimental/out/_not-found.html rename to litellm/proxy/_experimental/out/_not-found/index.html diff --git a/litellm/proxy/_experimental/out/api-reference.html 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b/litellm/proxy/_experimental/out/users/index.html similarity index 100% rename from litellm/proxy/_experimental/out/users.html rename to litellm/proxy/_experimental/out/users/index.html diff --git a/litellm/proxy/_experimental/out/virtual-keys.html b/litellm/proxy/_experimental/out/virtual-keys/index.html similarity index 100% rename from litellm/proxy/_experimental/out/virtual-keys.html rename to litellm/proxy/_experimental/out/virtual-keys/index.html diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 7b92af92f2..b0c8f54af4 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1725,7 +1725,7 @@ class TeamBase(LiteLLMPydanticObjectBase): members: list = [] members_with_roles: List[Member] = [] team_member_permissions: Optional[List[str]] = None - metadata: Optional[dict] = None # may include search_provider_config + metadata: Optional[dict] = None tpm_limit: Optional[int] = None rpm_limit: Optional[int] = None @@ -1738,6 +1738,7 @@ class TeamBase(LiteLLMPydanticObjectBase): ) models: list = [] + allowed_search_tools: list = [] # list of search_tool_name values team can access blocked: bool = False router_settings: Optional[dict] = None access_group_ids: Optional[List[str]] = None @@ -1845,13 +1846,6 @@ class UpdateTeamRequest(LiteLLMPydanticObjectBase): ) -class TeamSearchProviderConfigUpdateRequest(LiteLLMPydanticObjectBase): - team_id: str - provider: str - api_key: Optional[str] = None - api_base: Optional[str] = None - - class ResetTeamBudgetRequest(LiteLLMPydanticObjectBase): """ internal type used to reset the budget on a team @@ -2451,6 +2445,7 @@ class LiteLLM_VerificationToken(LiteLLMPydanticObjectBase): max_budget: Optional[float] = None expires: Optional[Union[str, datetime]] = None models: List = [] + allowed_search_tools: List = [] # list of search_tool_name values key can access aliases: Dict = {} config: Dict = {} user_id: Optional[str] = None diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index 840f64cfed..7f37783595 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -2962,6 +2962,100 @@ async def can_user_call_model( ) +def _can_object_call_search_tool( + search_tool_name: str, + allowed_search_tools: List[str], + object_type: Literal["key", "team", "project"], +) -> Literal[True]: + """ + Check if an object (key/team/project) can access a specific search tool. + + Similar to _can_object_call_model but for search tools. + + Args: + search_tool_name: The search tool being requested + allowed_search_tools: List of allowed search tool names for this object + object_type: Type of object for error messaging + + Returns: + True if access is allowed + + Raises: + ProxyException if access is denied + """ + # Empty list means all search tools are allowed + if not allowed_search_tools: + return True + + # Check if the search tool is in the allowlist + if search_tool_name in allowed_search_tools: + return True + + # Access denied + raise ProxyException( + message=f"{object_type.capitalize()} not allowed to access search tool: {search_tool_name}. " + f"Allowed search tools: {allowed_search_tools}", + type=ProxyErrorTypes.key_model_access_denied, + param="search_tool_name", + code=status.HTTP_403_FORBIDDEN, + ) + + +async def can_key_call_search_tool( + search_tool_name: str, + valid_token: UserAPIKeyAuth, +) -> Literal[True]: + """ + Check if a key can access a specific search tool. + + Similar to can_key_call_model but for search tools. + + Args: + search_tool_name: The search tool being requested + valid_token: The authenticated key + + Returns: + True if access is allowed + + Raises: + ProxyException if access is denied + """ + return _can_object_call_search_tool( + search_tool_name=search_tool_name, + allowed_search_tools=valid_token.allowed_search_tools or [], + object_type="key", + ) + + +async def can_team_call_search_tool( + search_tool_name: str, + team_object: Optional[LiteLLM_TeamTable], +) -> Literal[True]: + """ + Check if a team can access a specific search tool. + + Similar to can_team_access_model but for search tools. + + Args: + search_tool_name: The search tool being requested + team_object: The team object + + Returns: + True if access is allowed + + Raises: + ProxyException if access is denied + """ + if team_object is None: + return True + + return _can_object_call_search_tool( + search_tool_name=search_tool_name, + allowed_search_tools=team_object.allowed_search_tools or [], + object_type="team", + ) + + async def is_valid_fallback_model( model: str, llm_router: Optional[Router], diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index abd5239c9a..e29b67724c 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -59,7 +59,6 @@ from litellm.proxy._types import ( TeamMemberUpdateResponse, TeamModelAddRequest, TeamModelDeleteRequest, - TeamSearchProviderConfigUpdateRequest, UpdateTeamRequest, UserAPIKeyAuth, ) @@ -1857,108 +1856,6 @@ async def update_team( # noqa: PLR0915 raise handle_exception_on_proxy(e) -@router.post( - "/team/search_provider_config/update", - tags=["team management"], - dependencies=[Depends(user_api_key_auth)], -) -@management_endpoint_wrapper -async def update_team_search_provider_config( - data: TeamSearchProviderConfigUpdateRequest, - user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), -): - """ - Update per-team search provider credentials in team metadata. - - Stored under: - metadata.search_provider_config..{api_key, api_base} - """ - from litellm.proxy.auth.auth_checks import _cache_team_object - from litellm.proxy.proxy_server import ( - prisma_client, - proxy_logging_obj, - user_api_key_cache, - ) - - if prisma_client is None: - raise HTTPException( - status_code=500, - detail={"error": CommonProxyErrors.db_not_connected_error.value}, - ) - - provider = data.provider.strip().lower() - if provider == "": - raise HTTPException( - status_code=400, detail={"error": "provider cannot be empty"} - ) - - existing_team_row = await prisma_client.db.litellm_teamtable.find_unique( - where={"team_id": data.team_id} - ) - if existing_team_row is None: - raise HTTPException( - status_code=404, - detail={"error": f"Team not found, passed team_id={data.team_id}"}, - ) - - await _verify_team_access( - team_obj=LiteLLM_TeamTable(**existing_team_row.model_dump()), - user_api_key_dict=user_api_key_dict, - ) - - metadata: Dict[str, Any] = {} - if isinstance(existing_team_row.metadata, dict): - metadata = dict(existing_team_row.metadata) - - search_provider_config = metadata.get("search_provider_config") - if not isinstance(search_provider_config, dict): - search_provider_config = {} - - provider_config = search_provider_config.get(provider) - if not isinstance(provider_config, dict): - provider_config = {} - - if data.api_key is not None: - provider_config["api_key"] = data.api_key - if data.api_base is not None: - provider_config["api_base"] = data.api_base - - if provider_config.get("api_key") in (None, "") and provider_config.get( - "api_base" - ) in ( - None, - "", - ): - search_provider_config.pop(provider, None) - else: - search_provider_config[provider] = provider_config - - metadata["search_provider_config"] = search_provider_config - - team_row: Optional[LiteLLM_TeamTable] = ( - await prisma_client.db.litellm_teamtable.update( - where={"team_id": data.team_id}, - data={"metadata": metadata}, - include={"litellm_model_table": True}, # type: ignore - ) - ) - - if team_row is not None and team_row.team_id is not None: - await _cache_team_object( - team_id=team_row.team_id, - team_table=LiteLLM_TeamTableCachedObj(**team_row.model_dump()), - user_api_key_cache=user_api_key_cache, - proxy_logging_obj=proxy_logging_obj, - ) - - return { - "message": "Team search provider configuration updated", - "team_id": data.team_id, - "provider": provider, - "search_provider_config": search_provider_config, - } - - def _set_budget_reset_at(data: UpdateTeamRequest, updated_kv: dict) -> None: """Set budget_reset_at in updated_kv if budget_duration is provided.""" if data.budget_duration is not None: diff --git a/litellm/proxy/schema.prisma b/litellm/proxy/schema.prisma index 8f07c5afa3..558b4433c2 100644 --- a/litellm/proxy/schema.prisma +++ b/litellm/proxy/schema.prisma @@ -127,6 +127,7 @@ model LiteLLM_TeamTable { soft_budget Float? spend Float @default(0.0) models String[] + allowed_search_tools String[] @default([]) // search_tool_name values team can access max_parallel_requests Int? tpm_limit BigInt? rpm_limit BigInt? @@ -369,6 +370,7 @@ model LiteLLM_VerificationToken { spend Float @default(0.0) expires DateTime? models String[] + allowed_search_tools String[] @default([]) // search_tool_name values key can access aliases Json @default("{}") config Json @default("{}") router_settings Json? @default("{}") diff --git a/litellm/proxy/search_endpoints/endpoints.py b/litellm/proxy/search_endpoints/endpoints.py index ce2949f707..3d79afc7cf 100644 --- a/litellm/proxy/search_endpoints/endpoints.py +++ b/litellm/proxy/search_endpoints/endpoints.py @@ -134,10 +134,41 @@ async def search( if "search_tool_name" in data and data["search_tool_name"]: data["model"] = data["search_tool_name"] + search_tool_name_value = data["search_tool_name"] + + # Authorization check: verify key can access this search tool + from litellm.proxy.auth.auth_checks import ( + can_key_call_search_tool, + can_team_call_search_tool, + get_team_object, + ) + + try: + # Check key-level access + await can_key_call_search_tool( + search_tool_name=search_tool_name_value, + valid_token=user_api_key_dict, + ) + + # Check team-level access if key is associated with a team + if user_api_key_dict.team_id: + team_object = await get_team_object( + team_id=user_api_key_dict.team_id, + user_api_key_cache=None, # Will use internal cache + parent_otel_span=None, + proxy_logging_obj=None, + ) + await can_team_call_search_tool( + search_tool_name=search_tool_name_value, + team_object=team_object, + ) + except Exception as e: + verbose_proxy_logger.error( + f"Search tool authorization failed for {search_tool_name_value}: {str(e)}" + ) + raise if llm_router is not None and hasattr(llm_router, "search_tools"): - search_tool_name_value = data["search_tool_name"] - verbose_proxy_logger.debug( f"Search endpoint - Looking for search_tool_name: {search_tool_name_value}. " f"Available search tools in router: {[tool.get('search_tool_name') for tool in llm_router.search_tools]}. " diff --git a/litellm/router_utils/search_api_router.py b/litellm/router_utils/search_api_router.py index e2e98a6573..4db337a420 100644 --- a/litellm/router_utils/search_api_router.py +++ b/litellm/router_utils/search_api_router.py @@ -56,58 +56,19 @@ class SearchAPIRouter: team_config: Optional[Dict[str, Any]] = None, ) -> Tuple[Optional[str], Optional[str]]: """ - Resolve search provider credentials with precedence: - 1. request metadata.search_provider_config.{provider} - 2. team metadata.search_provider_config.{provider} - 3. default_team_settings.search_provider_config.{provider} - 4. search_tool.litellm_params - 5. env fallback in provider validate_environment() + Resolve search provider credentials from tool configuration ONLY. + + Credentials are stored only in search_tool.litellm_params, never in team/key metadata. + This ensures secrets are not exposed in team/key API responses. + + Args: + tool_litellm_params: Search tool litellm_params with credentials + + Returns: + Tuple of (api_key, api_base) from tool configuration """ - resolved_api_key: Optional[str] = None - resolved_api_base: Optional[str] = None - - request_provider_config = {} - if isinstance(request_metadata, dict): - search_provider_config = request_metadata.get("search_provider_config") - if isinstance(search_provider_config, dict): - request_provider_config = search_provider_config.get( - search_provider, {} - ) - - team_provider_config = {} - if isinstance(team_metadata, dict): - search_provider_config = team_metadata.get("search_provider_config") - if isinstance(search_provider_config, dict): - team_provider_config = search_provider_config.get(search_provider, {}) - - team_settings_provider_config = {} - if isinstance(team_config, dict): - search_provider_config = team_config.get("search_provider_config") - if isinstance(search_provider_config, dict): - team_settings_provider_config = search_provider_config.get( - search_provider, {} - ) - - if isinstance(request_provider_config, dict): - resolved_api_key = request_provider_config.get("api_key") - resolved_api_base = request_provider_config.get("api_base") - - if resolved_api_key is None and isinstance(team_provider_config, dict): - resolved_api_key = team_provider_config.get("api_key") - if resolved_api_base is None and isinstance(team_provider_config, dict): - resolved_api_base = team_provider_config.get("api_base") - - if resolved_api_key is None and isinstance(team_settings_provider_config, dict): - resolved_api_key = team_settings_provider_config.get("api_key") - if resolved_api_base is None and isinstance( - team_settings_provider_config, dict - ): - resolved_api_base = team_settings_provider_config.get("api_base") - - if resolved_api_key is None: - resolved_api_key = tool_litellm_params.get("api_key") - if resolved_api_base is None: - resolved_api_base = tool_litellm_params.get("api_base") + resolved_api_key: Optional[str] = tool_litellm_params.get("api_key") + resolved_api_base: Optional[str] = tool_litellm_params.get("api_base") return resolved_api_key, resolved_api_base diff --git a/proxy_server.log b/proxy_server.log new file mode 100644 index 0000000000..381b28a784 --- /dev/null +++ b/proxy_server.log @@ -0,0 +1,659 @@ +:128: RuntimeWarning: 'litellm.proxy.proxy_cli' found in sys.modules after import of package 'litellm.proxy', but prior to execution of 'litellm.proxy.proxy_cli'; this may result in unpredictable behaviour +2026-04-28 18:52:10,288 - litellm_proxy_extras - INFO - Running prisma migrate deploy +2026-04-28 18:52:13,736 - litellm_proxy_extras - INFO - prisma migrate deploy stdout: Environment variables loaded from ../../.env +Prisma schema loaded from schema.prisma +Datasource "client": PostgreSQL database "litellm", schema "public" at "localhost:5432" + +118 migrations found in prisma/migrations + + +No pending migrations to apply. + +2026-04-28 18:52:13,737 - litellm_proxy_extras - INFO - prisma migrate deploy completed +2026-04-28 18:52:13,737 - litellm_proxy_extras - INFO - No pending migrations — skipping post-migration sanity check +INFO: Started server process [19856] +INFO: Waiting for application startup. +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:803 - litellm.proxy.proxy_server.py::startup() - CHECKING PREMIUM USER - True +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:816 - worker_config: {"model": null, "alias": null, "api_base": null, "api_version": "2025-02-01-preview", "debug": false, "detailed_debug": true, "temperature": null, "max_tokens": null, "request_timeout": null, "max_budget": null, "telemetry": true, "drop_params": false, "add_function_to_prompt": false, "headers": null, "save": false, "config": "proxy_server_config.yaml", "use_queue": false} +LiteLLM Proxy: Using default (v1) migration resolver. If your deployment has seen schema thrashing during rolling deploys, try --use_v2_migration_resolver (safer: avoids the diff-and-force recovery that caused the thrash). + + ██╗ ██╗████████╗███████╗██╗ ██╗ ███╗ ███╗ + ██║ ██║╚══██╔══╝██╔════╝██║ ██║ ████╗ ████║ + ██║ ██║ ██║ █████╗ ██║ ██║ ██╔████╔██║ + ██║ ██║ ██║ ██╔══╝ ██║ ██║ ██║╚██╔╝██║ + ███████╗██║ ██║ ███████╗███████╗███████╗██║ ╚═╝ ██║ + ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝╚══════╝╚═╝ ╚═╝ + +18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'combined_model_name': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'stripped_model_name': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'combined_stripped_model_name': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'custom_llm_provider': None} +18:52:13 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +18:52:13 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd in litellm.model_cost: 170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd +18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} +18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} +18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'openai/gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} +18:52:13 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=gpt-5.3-codex in litellm.model_cost: gpt-5.3-codex +18:52:13 - LiteLLM Router:DEBUG: router.py:7223 - +Initialized Model List ['gpt-5.3-codex'] +18:52:13 - LiteLLM Router:INFO: router.py:812 - Routing strategy: simple-shuffle +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:3915 - Policy engine: no policies in config, skipping +18:52:13 - LiteLLM Proxy:DEBUG: utils.py:2460 - Creating Prisma Client.. +18:52:13 - LiteLLM Proxy:DEBUG: utils.py:2527 - Success - Created Prisma Client +18:52:13 - LiteLLM Proxy:DEBUG: utils.py:3745 - PrismaClient: connect() called Attempting to Connect to DB +18:52:13 - LiteLLM Proxy:DEBUG: utils.py:3749 - PrismaClient: DB not connected, Attempting to Connect to DB +query-engine ac9d7041ed77bcc8a8dbd2ab6616b39013829574 +18:52:13 - LiteLLM Proxy:DEBUG: prisma_client.py:247 - IAM token auth not enabled, skipping token refresh task +18:52:13 - LiteLLM Proxy:INFO: utils.py:4307 - Started Prisma DB health watchdog (interval=30s, reconnect_cooldown=15s, probe_timeout=5.0s, reconnect_timeout=30.0s) +18:52:13 - LiteLLM Proxy:INFO: utils.py:4062 - Found prisma-query-engine at PID 20355. +18:52:13 - LiteLLM Proxy:INFO: utils.py:4066 - Watching engine PID 20355 via waitpid thread. +18:52:13 - LiteLLM:DEBUG: logging_callback_manager.py:336 - Custom logger of type SkillsInjectionHook, key: SkillsInjectionHook-max_iterations=10-sandbox_timeout=120-message_logging=True-turn_off_message_logging=False already exists in [, , , , , , ], not adding again.. +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:895 - About to initialize semantic tool filter +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:898 - litellm_settings keys = [] +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:6220 - Semantic tool filter not configured or not enabled, skipping initialization +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:905 - After semantic tool filter initialization +18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:919 - prisma_client: +18:52:13 - LiteLLM Proxy:INFO: proxy_server.py:6467 - Tag spend update job scheduled at 25s interval (2.3x main job interval) +18:52:13 - LiteLLM Proxy:DEBUG: hanging_request_check.py:148 - Checking for hanging requests.... +18:52:13 - LiteLLM Proxy:INFO: utils.py:5083 - Starting spend logs queue monitor (threshold: 100, poll_interval: 2.0s) +18:52:14 - LiteLLM Proxy:INFO: utils.py:2634 - All necessary views exist! +18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:874 - Password migration: No plaintext passwords found +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:4256 - len new_models: 2 +18:52:14 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': '88d4dde8-817a-4c20-9bec-442961096d25', 'combined_model_name': '88d4dde8-817a-4c20-9bec-442961096d25', 'stripped_model_name': '88d4dde8-817a-4c20-9bec-442961096d25', 'combined_stripped_model_name': '88d4dde8-817a-4c20-9bec-442961096d25', 'custom_llm_provider': None} +18:52:14 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +18:52:14 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=88d4dde8-817a-4c20-9bec-442961096d25 in litellm.model_cost: 88d4dde8-817a-4c20-9bec-442961096d25 +18:52:14 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'combined_model_name': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'stripped_model_name': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'combined_stripped_model_name': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'custom_llm_provider': None} +18:52:14 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +18:52:14 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=2ab3179b-62e9-4720-9ba7-0a2f12536cfa in litellm.model_cost: 2ab3179b-62e9-4720-9ba7-0a2f12536cfa +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5461 - guardrails from the DB [] +18:52:14 - LiteLLM Proxy:INFO: policy_registry.py:577 - Synced 0 production policies and 0 draft/published (by ID) from DB to in-memory registry +18:52:14 - LiteLLM Proxy:INFO: attachment_registry.py:481 - Synced 0 attachments from DB to in-memory registry +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5497 - Successfully synced policies and attachments from DB +18:52:14 - LiteLLM:DEBUG: mcp_server_manager.py:2644 - Loading MCP servers from database into registry... +18:52:14 - LiteLLM:INFO: mcp_server_manager.py:2664 - Found 1 MCP servers in database +18:52:14 - LiteLLM:DEBUG: mcp_server_manager.py:2688 - Building server from DB: 28a195c6-0224-4765-af9b-46f7a7f65ccb (deepwiki) +18:52:14 - LiteLLM:DEBUG: mcp_server_manager.py:2697 - MCP registry refreshed (1 servers in registry) +18:52:14 - LiteLLM Proxy:DEBUG: pass_through_endpoints.py:2409 - initializing pass through endpoints +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.weave +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.litellm_agent +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.dotprompt +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.dotprompt: ['dotprompt'] +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.gitlab +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.gitlab: ['gitlab'] +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.azure_sentinel +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.arize +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.arize: ['arize_phoenix'] +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.agentops +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.compression_interception +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.focus +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.prometheus_helpers +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.generic_prompt_management +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.generic_prompt_management: ['generic_prompt_management'] +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.levo +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.websearch_interception +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.deepeval +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.bitbucket +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.bitbucket: ['bitbucket'] +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.vantage +18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:76 - Discovered 5 prompt initializers: ['dotprompt', 'gitlab', 'arize_phoenix', 'generic_prompt_management', 'bitbucket'] +18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:5640 - Loading 0 search tool(s) from database into router +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5660 - No search tools found in database, keeping config-loaded search tools (if any) +18:52:14 - LiteLLM Proxy:INFO: tool_registry_writer.py:329 - ToolPolicyRegistry: synced 17 tool policies and 1 object permissions from DB +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5517 - Successfully synced tool policy from DB +18:52:14 - LiteLLM:DEBUG: focus_logger.py:167 - No Focus export logger registered; skipping scheduler +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6759 - key_rotation_enabled: False +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6793 - Key rotation disabled (set LITELLM_KEY_ROTATION_ENABLED=true to enable) +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6824 - expired_ui_session_key_cleanup_enabled: False +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6869 - Expired UI session key cleanup disabled (set LITELLM_EXPIRED_UI_SESSION_KEY_CLEANUP_ENABLED=true to enable) +18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:6622 - Batch cost check job scheduled successfully +18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:6653 - Responses cost check job scheduled successfully +18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:6672 - APScheduler started with memory leak prevention settings: removed jitter, increased intervals, misfire_grace_time=3600 +18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:7036 - LiteLLM: Pyroscope profiling is disabled (set LITELLM_ENABLE_PYROSCOPE=true to enable). +18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:755 - SESSION REUSE: Created shared aiohttp session for connection pooling (ID: 6165409104, limit=1000, limit_per_host=500) +INFO: Application startup complete. +INFO: Uvicorn running on http://0.0.0.0:4000 (Press CTRL+C to quit) +18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. +18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e +18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. +18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e +18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list +18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. +18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e +18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/key/list +18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. +18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e + +#------------------------------------------------------------# +# # +# 'The thing I wish you improved is...' # +# https://github.com/BerriAI/litellm/issues/new # +# # +#------------------------------------------------------------# + + Thank you for using LiteLLM! - Krrish & Ishaan + + + +Give Feedback / Get Help: https://github.com/BerriAI/litellm/issues/new + + +LiteLLM: Proxy initialized with Config, Set models: + gpt-5.3-codex +INFO: 127.0.0.1:65291 - "GET /project/list HTTP/1.1" 404 Not Found +INFO: 127.0.0.1:65293 - "HEAD / HTTP/1.1" 200 OK +INFO: 127.0.0.1:65293 - "GET /__next._tree.txt?_rsc=1r34m HTTP/1.1" 404 Not Found +18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.984645+00:00 +18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.987707+00:00 +18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.988286+00:00 +18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.988897+00:00 +18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:22 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:22 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:22 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4526 - Entering list_keys function +18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4950 - Filter conditions: {'OR': [{'team_id': None}, {'team_id': {'not': 'litellm-dashboard'}}]} +18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5020 - Pagination: skip=0, take=50 +18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65283 - "GET /organization/list HTTP/1.1" 200 OK +18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5062 - Fetched 4 keys +18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5074 - Total count of keys: 4 +INFO: 127.0.0.1:65285 - "GET /team/list HTTP/1.1" 200 OK +18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4604 - Successfully prepared response +INFO: 127.0.0.1:65290 - "GET /key/list?page=1&size=50&sort_by=created_at&sort_order=desc&expand=user&return_full_object=true&include_team_keys=true&include_created_by_keys=true HTTP/1.1" 200 OK +INFO: 127.0.0.1:65288 - "GET /tag/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65290 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:24 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:52:24 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 +INFO: 127.0.0.1:65290 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.414705+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.416982+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/models +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.426995+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v2/user/info +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.430882+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/access_group +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.434375+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.437819+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +INFO: 127.0.0.1:65326 - "GET /v2/user/info HTTP/1.1" 200 OK +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/access_groups +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.460826+00:00 +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65324 - "GET /models?include_model_access_groups=True&return_wildcard_routes=True&scope=expand HTTP/1.1" 200 OK +18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/toolset +18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.463333+00:00 +INFO: 127.0.0.1:65290 - "GET /organization/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65328 - "GET /v1/access_group HTTP/1.1" 200 OK +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers +INFO: 127.0.0.1:65329 - "GET /v1/mcp/server HTTP/1.1" 200 OK +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +INFO: 127.0.0.1:65321 - "GET /team/list HTTP/1.1" 200 OK +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:28 - LiteLLM Proxy:WARNING: toolset_db.py:60 - litellm.proxy._experimental.mcp_server.toolset_db::list_mcp_toolsets - 'Prisma' object has no attribute 'litellm_mcptoolsettable' +INFO: 127.0.0.1:65324 - "GET /v1/mcp/toolset HTTP/1.1" 200 OK +INFO: 127.0.0.1:65326 - "GET /v1/mcp/access_groups HTTP/1.1" 200 OK +18:52:30 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:52:30 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:30.307066+00:00 +18:52:30 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:52:30 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:30.310005+00:00 +INFO: 127.0.0.1:65321 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:30 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list +18:52:30 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:30.314509+00:00 +18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:30 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:30 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:30 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65326 - "GET /organization/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65324 - "GET /team/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65329 - "GET /tag/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65329 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:34 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:52:34 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:34.018157+00:00 +18:52:34 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:52:34 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:34.038105+00:00 +18:52:34 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list +18:52:34 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:34.045120+00:00 +INFO: 127.0.0.1:65321 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:34 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:34 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:34 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65329 - "GET /organization/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65324 - "GET /team/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65326 - "GET /tag/list HTTP/1.1" 200 OK +18:52:35 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:52:35 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 +INFO: 127.0.0.1:65326 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:39 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:4256 - len new_models: 2 +18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5461 - guardrails from the DB [] +18:52:44 - LiteLLM Proxy:INFO: policy_registry.py:577 - Synced 0 production policies and 0 draft/published (by ID) from DB to in-memory registry +18:52:44 - LiteLLM Proxy:INFO: attachment_registry.py:481 - Synced 0 attachments from DB to in-memory registry +18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5497 - Successfully synced policies and attachments from DB +18:52:44 - LiteLLM:DEBUG: mcp_server_manager.py:2644 - Loading MCP servers from database into registry... +18:52:44 - LiteLLM:INFO: mcp_server_manager.py:2664 - Found 1 MCP servers in database +18:52:44 - LiteLLM:DEBUG: mcp_server_manager.py:2697 - MCP registry refreshed (1 servers in registry) +18:52:44 - LiteLLM Proxy:DEBUG: pass_through_endpoints.py:2409 - initializing pass through endpoints +18:52:44 - LiteLLM Proxy:INFO: proxy_server.py:5640 - Loading 0 search tool(s) from database into router +18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5660 - No search tools found in database, keeping config-loaded search tools (if any) +18:52:44 - LiteLLM Proxy:INFO: tool_registry_writer.py:329 - ToolPolicyRegistry: synced 17 tool policies and 1 object permissions from DB +18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5517 - Successfully synced tool policy from DB +18:52:46 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:52:46 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 +18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.075515+00:00 +18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.133027+00:00 +INFO: 127.0.0.1:65389 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list +18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.284965+00:00 +18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/key/list +18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.295543+00:00 +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4526 - Entering list_keys function +18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4950 - Filter conditions: {'OR': [{'team_id': None}, {'team_id': {'not': 'litellm-dashboard'}}]} +18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5020 - Pagination: skip=0, take=50 +18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65385 - "GET /organization/list HTTP/1.1" 200 OK +18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5062 - Fetched 4 keys +INFO: 127.0.0.1:65392 - "GET /tag/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65387 - "GET /team/list HTTP/1.1" 200 OK +18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5074 - Total count of keys: 4 +18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4604 - Successfully prepared response +INFO: 127.0.0.1:65393 - "GET /key/list?page=1&size=50&sort_by=created_at&sort_order=desc&expand=user&return_full_object=true&include_team_keys=true&include_created_by_keys=true HTTP/1.1" 200 OK +INFO: 127.0.0.1:65393 - "GET /project/list HTTP/1.1" 404 Not Found +18:52:58 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:52:58 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 +18:53:04 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:05 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/health/readiness +18:53:05 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:53:05 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:05 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:05.652862+00:00 +18:53:06 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:53:06 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:06.042541+00:00 +18:53:06 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list +18:53:06 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:06.085990+00:00 +INFO: 127.0.0.1:65443 - "GET /project/list HTTP/1.1" 404 Not Found +18:53:06 - LiteLLM:DEBUG: http_handler.py:840 - Using AiohttpTransport... +INFO: 127.0.0.1:65436 - "GET /health/readiness HTTP/1.1" 200 OK +18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:06 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:06 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:06 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65438 - "GET /organization/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65442 - "GET /tag/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65440 - "GET /team/list HTTP/1.1" 200 OK +18:53:08 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:53:09 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.447694+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/toolset +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.480143+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/get/mcp_semantic_filter_settings +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.511525+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/model_group/info +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.521031+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/config/list +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.525741+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/network/client-ip +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.533092+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65461 - "GET /v1/mcp/network/client-ip HTTP/1.1" 200 OK +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:09 - LiteLLM Proxy:DEBUG: model_checks.py:131 - ALL KEY MODELS - 0 +18:53:09 - LiteLLM Proxy:DEBUG: model_checks.py:166 - ALL TEAM MODELS - 0 +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'openai/gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} +18:53:09 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} +18:53:09 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gemini-3.1-flash-image-preview', 'combined_model_name': 'vertex_ai/gemini-3.1-flash-image-preview', 'stripped_model_name': 'gemini-3.1-flash-image-preview', 'combined_stripped_model_name': 'vertex_ai/gemini-3.1-flash-image-preview', 'custom_llm_provider': 'vertex_ai'} +18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gemini-3.1-flash-image-preview', 'combined_model_name': 'gemini-3.1-flash-image-preview', 'stripped_model_name': 'gemini-3.1-flash-image-preview', 'combined_stripped_model_name': 'gemini-3.1-flash-image-preview', 'custom_llm_provider': 'vertex_ai'} +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server/submissions +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.669506+00:00 +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:09 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers +INFO: 127.0.0.1:65440 - "GET /v1/mcp/server HTTP/1.1" 200 OK +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:09 - LiteLLM Proxy:WARNING: toolset_db.py:60 - litellm.proxy._experimental.mcp_server.toolset_db::list_mcp_toolsets - 'Prisma' object has no attribute 'litellm_mcptoolsettable' +INFO: 127.0.0.1:65442 - "GET /v1/mcp/toolset HTTP/1.1" 200 OK +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server/health +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.692446+00:00 +INFO: 127.0.0.1:65442 - "HEAD / HTTP/1.1" 200 OK +INFO: 127.0.0.1:65436 - "GET /model_group/info HTTP/1.1" 200 OK +INFO: 127.0.0.1:65443 - "GET /config/list?config_type=general_settings HTTP/1.1" 200 OK +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/config/list +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.731878+00:00 +INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/github.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/slack.svg HTTP/1.1" 304 Not Modified +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/notion.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/linear.svg HTTP/1.1" 304 Not Modified +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/jira.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65438 - "GET /get/mcp_semantic_filter_settings HTTP/1.1" 200 OK +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/figma.svg HTTP/1.1" 304 Not Modified +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:09 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers +18:53:09 - LiteLLM:DEBUG: client.py:273 - litellm headers for streamable_http_client: {} +18:53:09 - LiteLLM:DEBUG: client.py:402 - MCP client using SSL configuration: SSLContext +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/gmail.svg HTTP/1.1" 304 Not Modified +18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/model_group/info +18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.989425+00:00 +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/stripe.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/google_drive.svg HTTP/1.1" 304 Not Modified +18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/shopify.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/salesforce.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65442 - "GET /config/list?config_type=general_settings HTTP/1.1" 200 OK +INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/hubspot.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/twilio.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65461 - "GET /v1/mcp/server/submissions HTTP/1.1" 200 OK +INFO: 127.0.0.1:65442 - "GET /ui/assets/logos/cloudflare.svg HTTP/1.1" 304 Not Modified +18:53:10 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/postgresql.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/sentry.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65461 - "GET /ui/assets/logos/snowflake.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65442 - "GET /ui/assets/logos/zapier.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65461 - "GET /__next._tree.txt?_rsc=1r34m HTTP/1.1" 404 Not Found +18:53:10 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:10 - LiteLLM Proxy:DEBUG: model_checks.py:131 - ALL KEY MODELS - 0 +18:53:10 - LiteLLM Proxy:DEBUG: model_checks.py:166 - ALL TEAM MODELS - 0 +18:53:10 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} +18:53:10 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +18:53:10 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} +18:53:10 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json +INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/gitlab.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/google.svg HTTP/1.1" 304 Not Modified +INFO: 127.0.0.1:65436 - "GET /model_group/info HTTP/1.1" 200 OK +INFO: 127.0.0.1:65440 - "GET /v1/mcp/server/health HTTP/1.1" 200 OK +INFO: 127.0.0.1:65440 - "GET / HTTP/1.1" 200 OK +18:53:17 - LiteLLM Proxy:DEBUG: custom_openapi_spec.py:311 - Successfully added ProxyChatCompletionRequest schema to OpenAPI spec +18:53:17 - LiteLLM Proxy:DEBUG: custom_openapi_spec.py:311 - Successfully added EmbeddingRequest schema to OpenAPI spec +18:53:17 - LiteLLM Proxy:DEBUG: custom_openapi_spec.py:315 - Could not get schema for ResponsesAPIRequestParams +INFO: 127.0.0.1:65440 - "GET /openapi.json HTTP/1.1" 200 OK +18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list +18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.073159+00:00 +18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list +18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.085893+00:00 +18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server +18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.089077+00:00 +18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server/health +18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.093754+00:00 +18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/toolset +18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.096736+00:00 +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers +INFO: 127.0.0.1:65438 - "GET /v1/mcp/server HTTP/1.1" 200 OK +18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) +18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:4256 - len new_models: 2 +18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers +18:53:17 - LiteLLM:DEBUG: client.py:273 - litellm headers for streamable_http_client: {} +18:53:17 - LiteLLM:DEBUG: client.py:402 - MCP client using SSL configuration: SSLContext +18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +18:53:17 - LiteLLM Proxy:WARNING: toolset_db.py:60 - litellm.proxy._experimental.mcp_server.toolset_db::list_mcp_toolsets - 'Prisma' object has no attribute 'litellm_mcptoolsettable' +INFO: 127.0.0.1:65442 - "GET /v1/mcp/toolset HTTP/1.1" 200 OK +18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check +INFO: 127.0.0.1:65436 - "GET /organization/list HTTP/1.1" 200 OK +INFO: 127.0.0.1:65443 - "GET /team/list HTTP/1.1" 200 OK +18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5461 - guardrails from the DB [] +18:53:17 - LiteLLM Proxy:INFO: policy_registry.py:577 - Synced 0 production policies and 0 draft/published (by ID) from DB to in-memory registry +18:53:17 - LiteLLM Proxy:INFO: attachment_registry.py:481 - Synced 0 attachments from DB to in-memory registry +18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5497 - Successfully synced policies and attachments from DB +18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:2644 - Loading MCP servers from database into registry... +18:53:17 - LiteLLM:INFO: mcp_server_manager.py:2664 - Found 1 MCP servers in database +18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:2697 - MCP registry refreshed (1 servers in registry) +18:53:17 - LiteLLM Proxy:DEBUG: pass_through_endpoints.py:2409 - initializing pass through endpoints +18:53:17 - LiteLLM Proxy:INFO: proxy_server.py:5640 - Loading 0 search tool(s) from database into router +18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5660 - No search tools found in database, keeping config-loaded search tools (if any) +18:53:17 - LiteLLM Proxy:INFO: tool_registry_writer.py:329 - ToolPolicyRegistry: synced 17 tool policies and 1 object permissions from DB +18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5517 - Successfully synced tool policy from DB +INFO: 127.0.0.1:65461 - "GET /v1/mcp/server/health HTTP/1.1" 200 OK +18:53:19 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:53:20 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 +18:53:29 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update +18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update +18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update +18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update +18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 +18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update +18:53:31 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 diff --git a/proxy_server_config.yaml b/proxy_server_config.yaml index 5d3d810926..5a34fd4745 100644 --- a/proxy_server_config.yaml +++ b/proxy_server_config.yaml @@ -1,231 +1,7 @@ model_list: - - model_name: gpt-3.5-turbo-end-user-test + # Gemini 2.5 Flash Native Audio (Latest - recommended) + - model_name: gpt-5.3-codex litellm_params: - model: gpt-3.5-turbo - region_name: "eu" - model_info: - id: "1" - - model_name: gpt-3.5-turbo-end-user-test - litellm_params: - model: openai/gpt-4.1-mini - api_key: os.environ/OPENAI_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault - - model_name: gpt-3.5-turbo - litellm_params: - model: openai/gpt-4.1-mini - api_key: os.environ/OPENAI_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault - - model_name: gpt-3.5-turbo-large - litellm_params: - model: "gpt-3.5-turbo-1106" + model: openai/gpt-5.3-codex api_key: os.environ/OPENAI_API_KEY - rpm: 480 - timeout: 300 - stream_timeout: 60 - - model_name: gpt-4 - litellm_params: - model: openai/gpt-4.1-mini - api_key: os.environ/OPENAI_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault - rpm: 480 - timeout: 300 - stream_timeout: 60 - - model_name: sagemaker-completion-model - litellm_params: - model: sagemaker/berri-benchmarking-Llama-2-70b-chat-hf-4 - input_cost_per_second: 0.000420 - - model_name: text-embedding-ada-002 - litellm_params: - model: openai/text-embedding-ada-002 - api_key: os.environ/OPENAI_API_KEY - model_info: - mode: embedding - base_model: text-embedding-ada-002 - - model_name: dall-e-2 # some tests use dall-e-2 which is now deprecated, alias to dall-e-3 - litellm_params: - model: openai/dall-e-3 - - model_name: openai-dall-e-3 - litellm_params: - model: dall-e-3 - - model_name: fake-openai-endpoint - litellm_params: - model: openai/gpt-3.5-turbo - api_key: fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - - model_name: fake-openai-endpoint-2 - litellm_params: - model: openai/my-fake-model - api_key: my-fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - stream_timeout: 0.001 - rpm: 1 - - model_name: fake-openai-endpoint-3 - litellm_params: - model: openai/my-fake-model - api_key: my-fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - stream_timeout: 0.001 - rpm: 1000 - - model_name: fake-openai-endpoint-4 - litellm_params: - model: openai/my-fake-model - api_key: my-fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - num_retries: 50 - - model_name: fake-openai-endpoint-3 - litellm_params: - model: openai/my-fake-model-2 - api_key: my-fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - stream_timeout: 0.001 - rpm: 1000 - - model_name: bad-model - litellm_params: - model: openai/bad-model - api_key: os.environ/OPENAI_API_KEY - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - mock_timeout: True - timeout: 60 - rpm: 1000 - model_info: - health_check_timeout: 1 - - model_name: good-model - litellm_params: - model: openai/bad-model - api_key: os.environ/OPENAI_API_KEY - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - rpm: 1000 - model_info: - health_check_timeout: 1 - - model_name: "*" - litellm_params: - model: openai/* - api_key: os.environ/OPENAI_API_KEY - - model_name: realtime-v1 - litellm_params: - model: azure/gpt-realtime-20250828-standard - api_version: "2025-08-28" - realtime_protocol: GA # Possible values: "GA"/ "v1", "beta" - - - model_name: realtime-beta - litellm_params: - model: azure/gpt-realtime-20250828-standard - api_version: 2025-04-01-preview - - - # provider specific wildcard routing - - model_name: "anthropic/*" - litellm_params: - model: "anthropic/*" - api_key: os.environ/ANTHROPIC_API_KEY - - model_name: "bedrock/*" - litellm_params: - model: "bedrock/*" - - model_name: "groq/*" - litellm_params: - model: "groq/*" - api_key: os.environ/GROQ_API_KEY - - model_name: mistral-embed - litellm_params: - model: mistral/mistral-embed - - model_name: gpt-instruct # [PROD TEST] - tests if `/health` automatically infers this to be a text completion model - litellm_params: - model: text-completion-openai/gpt-3.5-turbo-instruct - - model_name: fake-openai-endpoint-5 - litellm_params: - model: openai/my-fake-model - api_key: my-fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.app/ - timeout: 1 - - model_name: badly-configured-openai-endpoint - litellm_params: - model: openai/my-fake-model - api_key: my-fake-key - api_base: https://exampleopenaiendpoint-production.up.railway.appxxxx/ - - model_name: gemini-1.5-flash - litellm_params: - model: gemini/gemini-1.5-flash - api_key: os.environ/GOOGLE_API_KEY - - model_name: gpt-4o - litellm_params: - model: gpt-4o - api_key: os.environ/OPENAI_API_KEY - - -litellm_settings: - # set_verbose: True # Uncomment this if you want to see verbose logs; not recommended in production - drop_params: True - success_callback: ["prometheus"] - # max_budget: 100 - # budget_duration: 30d - num_retries: 5 - request_timeout: 600 - telemetry: False - context_window_fallbacks: [{"gpt-3.5-turbo": ["gpt-3.5-turbo-large"]}] - default_team_settings: - - team_id: team-1 - success_callback: ["langfuse"] - failure_callback: ["langfuse"] - langfuse_public_key: os.environ/LANGFUSE_PROJECT1_PUBLIC # Project 1 - langfuse_secret: os.environ/LANGFUSE_PROJECT1_SECRET # Project 1 - - team_id: team-2 - success_callback: ["langfuse"] - failure_callback: ["langfuse"] - langfuse_public_key: os.environ/LANGFUSE_PROJECT2_PUBLIC # Project 2 - langfuse_secret: os.environ/LANGFUSE_PROJECT2_SECRET # Project 2 - langfuse_host: https://us.cloud.langfuse.com - # cache: true # [OPTIONAL] use for caching responses - # enable_caching_on_provider_specific_optional_params: True # Include provider-specific params in cache keys - # cache_params: # And for shared health check - # type: redis - # host: localhost - # port: 6379 - -# For /fine_tuning/jobs endpoints -finetune_settings: - - custom_llm_provider: azure - api_base: os.environ/AZURE_API_BASE - api_key: os.environ/AZURE_API_KEY - api_version: "2023-03-15-preview" - - custom_llm_provider: openai - api_key: os.environ/OPENAI_API_KEY - -# for /files endpoints -files_settings: - - custom_llm_provider: azure - api_base: os.environ/AZURE_API_BASE - api_key: os.environ/AZURE_API_KEY - api_version: "2023-03-15-preview" - - custom_llm_provider: openai - api_key: os.environ/OPENAI_API_KEY - -router_settings: - routing_strategy: usage-based-routing-v2 - redis_host: os.environ/REDIS_HOST - redis_password: os.environ/REDIS_PASSWORD - redis_port: os.environ/REDIS_PORT - enable_pre_call_checks: true - model_group_alias: {"my-special-fake-model-alias-name": "fake-openai-endpoint-3"} - -general_settings: - master_key: sk-1234 # [OPTIONAL] Use to enforce auth on proxy. See - https://docs.litellm.ai/docs/proxy/virtual_keys - store_model_in_db: True - proxy_budget_rescheduler_min_time: 60 - proxy_budget_rescheduler_max_time: 64 - proxy_batch_write_at: 1 - database_connection_pool_limit: 10 - # background_health_checks: true - # use_shared_health_check: true - # health_check_interval: 30 - # database_url: "postgresql://:@:/" # [OPTIONAL] use for token-based auth to proxy - - pass_through_endpoints: - - path: "/v1/rerank" # route you want to add to LiteLLM Proxy Server - target: "https://api.cohere.com/v1/rerank" # URL this route should forward requests to - headers: # headers to forward to this URL - content-type: application/json # (Optional) Extra Headers to pass to this endpoint - accept: application/json - forward_headers: True - -# environment_variables: - # settings for using redis caching - # REDIS_HOST: redis-16337.c322.us-east-1-2.ec2.cloud.redislabs.com - # REDIS_PORT: "16337" - # REDIS_PASSWORD: \ No newline at end of file + \ No newline at end of file diff --git a/tests/test_proxy_search_tool_auth.py b/tests/test_proxy_search_tool_auth.py new file mode 100644 index 0000000000..502bc655ce --- /dev/null +++ b/tests/test_proxy_search_tool_auth.py @@ -0,0 +1,212 @@ +""" +Test search tool authorization - verify model-like access control for search tools. + +Tests that: +1. Keys can only access search tools in their allowed_search_tools list +2. Teams can only access search tools in their allowed_search_tools list +3. Empty allowlists grant access to all search tools +4. Credentials are never exposed in team/key metadata +""" + +import pytest +from unittest.mock import MagicMock, patch +from fastapi import HTTPException + +# Import types and functions to test +from litellm.proxy._types import LiteLLM_TeamTable, UserAPIKeyAuth +from litellm.proxy.auth.auth_checks import ( + can_key_call_search_tool, + can_team_call_search_tool, +) + + +@pytest.mark.asyncio +async def test_key_can_access_allowed_search_tool(): + """Test that a key can access a search tool in its allowlist.""" + # Create a mock key with allowed_search_tools + mock_key = UserAPIKeyAuth( + token="sk-test-key", + models=["gpt-4"], + allowed_search_tools=["tavily-search", "perplexity-search"], + ) + + # Should succeed - tool is in allowlist + result = await can_key_call_search_tool( + search_tool_name="tavily-search", + valid_token=mock_key, + ) + assert result is True + + +@pytest.mark.asyncio +async def test_key_denied_non_allowed_search_tool(): + """Test that a key is denied access to a search tool not in its allowlist.""" + mock_key = UserAPIKeyAuth( + token="sk-test-key", + models=["gpt-4"], + allowed_search_tools=["tavily-search"], # Only tavily allowed + ) + + # Should raise exception - brave-search not in allowlist + with pytest.raises(Exception) as exc_info: + await can_key_call_search_tool( + search_tool_name="brave-search", + valid_token=mock_key, + ) + assert "not allowed to access search tool" in str(exc_info.value) + assert "brave-search" in str(exc_info.value) + + +@pytest.mark.asyncio +async def test_key_empty_allowlist_grants_all_access(): + """Test that an empty allowlist grants access to all search tools.""" + mock_key = UserAPIKeyAuth( + token="sk-test-key", + models=["gpt-4"], + allowed_search_tools=[], # Empty = all allowed + ) + + # Should succeed - empty list allows all + result = await can_key_call_search_tool( + search_tool_name="any-search-tool", + valid_token=mock_key, + ) + assert result is True + + +@pytest.mark.asyncio +async def test_team_can_access_allowed_search_tool(): + """Test that a team can access a search tool in its allowlist.""" + mock_team = LiteLLM_TeamTable( + team_id="team-123", + team_alias="Marketing Team", + models=["gpt-4"], + allowed_search_tools=["tavily-search", "exa-search"], + ) + + # Should succeed - tool is in allowlist + result = await can_team_call_search_tool( + search_tool_name="tavily-search", + team_object=mock_team, + ) + assert result is True + + +@pytest.mark.asyncio +async def test_team_denied_non_allowed_search_tool(): + """Test that a team is denied access to a search tool not in its allowlist.""" + mock_team = LiteLLM_TeamTable( + team_id="team-123", + team_alias="Engineering Team", + models=["gpt-4"], + allowed_search_tools=["perplexity-search"], # Only perplexity allowed + ) + + # Should raise exception - tavily-search not in allowlist + with pytest.raises(Exception) as exc_info: + await can_team_call_search_tool( + search_tool_name="tavily-search", + team_object=mock_team, + ) + assert "not allowed to access search tool" in str(exc_info.value) + assert "tavily-search" in str(exc_info.value) + + +@pytest.mark.asyncio +async def test_team_empty_allowlist_grants_all_access(): + """Test that an empty team allowlist grants access to all search tools.""" + mock_team = LiteLLM_TeamTable( + team_id="team-123", + team_alias="Admin Team", + models=["gpt-4"], + allowed_search_tools=[], # Empty = all allowed + ) + + # Should succeed - empty list allows all + result = await can_team_call_search_tool( + search_tool_name="any-search-tool", + team_object=mock_team, + ) + assert result is True + + +@pytest.mark.asyncio +async def test_team_none_allowed_search_tools(): + """Test that None for allowed_search_tools (not set) grants access to all.""" + mock_team = LiteLLM_TeamTable( + team_id="team-123", + team_alias="Legacy Team", + models=["gpt-4"], + allowed_search_tools=None, # Not set = all allowed + ) + + # Should succeed - None allows all + result = await can_team_call_search_tool( + search_tool_name="any-search-tool", + team_object=mock_team, + ) + assert result is True + + +def test_credentials_not_in_team_metadata(): + """Verify that search provider credentials are never stored in team metadata.""" + mock_team = LiteLLM_TeamTable( + team_id="team-123", + team_alias="Test Team", + models=["gpt-4"], + allowed_search_tools=["tavily-search"], + metadata={"custom_field": "value"}, # No search_provider_config + ) + + # Verify metadata does not contain search_provider_config + assert mock_team.metadata is not None + assert "search_provider_config" not in mock_team.metadata + assert "api_key" not in str(mock_team.metadata) + + +def test_credentials_not_in_key_metadata(): + """Verify that search provider credentials are never stored in key metadata.""" + mock_key = UserAPIKeyAuth( + token="sk-test-key", + models=["gpt-4"], + allowed_search_tools=["tavily-search"], + metadata={"user_info": "test"}, # No search_provider_config + ) + + # Verify metadata does not contain search_provider_config + assert mock_key.metadata is not None + assert "search_provider_config" not in mock_key.metadata + assert "api_key" not in str(mock_key.metadata) + + +@pytest.mark.asyncio +async def test_both_key_and_team_checks_required(): + """Test that both key-level and team-level checks are enforced.""" + # Key has access to tool + mock_key = UserAPIKeyAuth( + token="sk-test-key", + models=["gpt-4"], + allowed_search_tools=["tavily-search"], + ) + + # Team does NOT have access to tool + mock_team = LiteLLM_TeamTable( + team_id="team-123", + team_alias="Restricted Team", + models=["gpt-4"], + allowed_search_tools=["perplexity-search"], # Different tool + ) + + # Key check passes + await can_key_call_search_tool( + search_tool_name="tavily-search", + valid_token=mock_key, + ) + + # Team check fails + with pytest.raises(Exception) as exc_info: + await can_team_call_search_tool( + search_tool_name="tavily-search", + team_object=mock_team, + ) + assert "not allowed to access search tool" in str(exc_info.value) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx index 1859970091..2e14897792 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx @@ -15,7 +15,15 @@ import ModelAliasManager from "@/components/common_components/ModelAliasManager" import React, { useEffect, useState } from "react"; import { useQueryClient } from "@tanstack/react-query"; import NotificationsManager from "@/components/molecules/notifications_manager"; -import { fetchMCPAccessGroups, getGuardrailsList, getPoliciesList, Organization, Team, teamCreateCall } from "@/components/networking"; +import { + fetchMCPAccessGroups, + fetchSearchTools, + getGuardrailsList, + getPoliciesList, + Organization, + Team, + teamCreateCall, +} from "@/components/networking"; import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; import { organizationKeys } from "@/app/(dashboard)/hooks/organizations/useOrganizations"; import MCPToolPermissions from "@/components/mcp_server_management/MCPToolPermissions"; @@ -80,6 +88,7 @@ const CreateTeamModal = ({ const [modelsToPick, setModelsToPick] = useState([]); const [guardrailsList, setGuardrailsList] = useState([]); const [policiesList, setPoliciesList] = useState([]); + const [searchToolNames, setSearchToolNames] = useState([]); const [mcpAccessGroups, setMcpAccessGroups] = useState([]); const [mcpAccessGroupsLoaded, setMcpAccessGroupsLoaded] = useState(false); @@ -158,6 +167,24 @@ const CreateTeamModal = ({ fetchPolicies(); }, [accessToken]); + useEffect(() => { + const loadSearchTools = async () => { + try { + if (!accessToken) return; + const response = await fetchSearchTools(accessToken); + const tools = Array.isArray(response?.data) ? response.data : []; + setSearchToolNames( + tools + .map((tool: any) => tool?.search_tool_name) + .filter((name: unknown): name is string => typeof name === "string" && name.length > 0), + ); + } catch (error) { + console.error("Failed to fetch search tools for team create modal:", error); + } + }; + loadSearchTools(); + }, [accessToken]); + const handleCreate = async (formValues: Record) => { try { console.log(`formValues: ${JSON.stringify(formValues)}`); @@ -395,6 +422,27 @@ const CreateTeamModal = ({ + + Allowed Search Tools{" "} + + + + + } + name="allowed_search_tools" + > + ({ label: name, value: name }))} + showSearch + optionFilterProp="label" + /> + + Team Member Settings diff --git a/ui/litellm-dashboard/src/components/OldTeams.tsx b/ui/litellm-dashboard/src/components/OldTeams.tsx index 8349e271b8..c7f39c0dcd 100644 --- a/ui/litellm-dashboard/src/components/OldTeams.tsx +++ b/ui/litellm-dashboard/src/components/OldTeams.tsx @@ -57,7 +57,14 @@ import type { KeyResponse, Team } from "./key_team_helpers/key_list"; import MCPServerSelector from "./mcp_server_management/MCPServerSelector"; import MCPToolPermissions from "./mcp_server_management/MCPToolPermissions"; import NotificationsManager from "./molecules/notifications_manager"; -import { Organization, fetchMCPAccessGroups, getGuardrailsList, getPoliciesList, teamDeleteCall } from "./networking"; +import { + Organization, + fetchMCPAccessGroups, + fetchSearchTools, + getGuardrailsList, + getPoliciesList, + teamDeleteCall, +} from "./networking"; import NumericalInput from "./shared/numerical_input"; import VectorStoreSelector from "./vector_store_management/VectorStoreSelector"; @@ -267,6 +274,7 @@ const Teams: React.FC = ({ // Add this state near the other useState declarations const [guardrailsList, setGuardrailsList] = useState([]); const [policiesList, setPoliciesList] = useState([]); + const [searchToolNames, setSearchToolNames] = useState([]); const [loggingSettings, setLoggingSettings] = useState([]); const [mcpAccessGroups, setMcpAccessGroups] = useState([]); const [mcpAccessGroupsLoaded, setMcpAccessGroupsLoaded] = useState(false); @@ -334,6 +342,24 @@ const Teams: React.FC = ({ fetchPolicies(); }, [accessToken]); + useEffect(() => { + const loadSearchTools = async () => { + try { + if (!accessToken) return; + const response = await fetchSearchTools(accessToken); + const tools = Array.isArray(response?.data) ? response.data : []; + setSearchToolNames( + tools + .map((tool: any) => tool?.search_tool_name) + .filter((name: unknown): name is string => typeof name === "string" && name.length > 0), + ); + } catch (error) { + console.error("Failed to fetch search tools:", error); + } + }; + loadSearchTools(); + }, [accessToken]); + const fetchMcpAccessGroups = async () => { try { if (accessToken == null) { @@ -1207,6 +1233,27 @@ const Teams: React.FC = ({ /> + + Allowed Search Tools{" "} + + + + + } + name="allowed_search_tools" + > + ({ label: name, value: name }))} + showSearch + filterOption={(input, option) => + (option?.label ?? "").toLowerCase().includes(input.toLowerCase()) + } + /> + + @@ -1416,29 +1439,6 @@ const TeamInfoView: React.FC = ({ /> - { - if (!value || (typeof value === "string" && value.trim() === "")) { - return Promise.resolve(); - } - try { - JSON.parse(value); - return Promise.resolve(); - } catch (error) { - return Promise.reject(new Error("Please enter valid JSON")); - } - }, - }, - ]} - > - - - = ({ )} - {info.metadata?.search_provider_config && ( -
- Search Provider Configuration - 
-                          {JSON.stringify(info.metadata.search_provider_config, null, 2)}
-
-
- )} )} From 77d48e739d1c63bbedd6c701a53502ce8fc1521c Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 18:57:55 +0530 Subject: [PATCH 11/80] chore(proxy): remove unintended generated and local files from prior commit Drop accidental dashboard export path renames in _experimental/out, remove committed local proxy log, and remove the unintended ad-hoc test file so the feature commit only contains intentional source changes. Made-with: Cursor --- .../out/{404/index.html => 404.html} | 0 .../index.html => _not-found.html} | 0 .../index.html => api-reference.html} | 0 .../out/{chat/index.html => chat.html} | 0 .../index.html => api-playground.html} | 0 .../{budgets/index.html => budgets.html} | 0 .../{caching/index.html => caching.html} | 0 .../index.html => claude-code-plugins.html} | 0 .../{old-usage/index.html => old-usage.html} | 0 .../{prompts/index.html => prompts.html} | 0 .../index.html => tag-management.html} | 0 .../index.html => guardrails.html} | 0 .../out/{login/index.html => login.html} | 0 .../out/{logs/index.html => logs.html} | 0 .../{callback/index.html => callback.html} | 0 .../{model-hub/index.html => model-hub.html} | 0 .../{model_hub/index.html => model_hub.html} | 0 .../index.html => model_hub_table.html} | 0 .../index.html => models-and-endpoints.html} | 0 .../index.html => onboarding.html} | 0 .../index.html => organizations.html} | 0 .../index.html => playground.html} | 0 .../{policies/index.html => policies.html} | 0 .../index.html => admin-settings.html} | 0 .../index.html => logging-and-alerts.html} | 0 .../index.html => router-settings.html} | 0 .../{ui-theme/index.html => ui-theme.html} | 0 .../out/{skills/index.html => skills.html} | 0 .../out/{teams/index.html => teams.html} | 0 .../{test-key/index.html => test-key.html} | 0 .../index.html => mcp-servers.html} | 0 .../index.html => vector-stores.html} | 0 .../out/{usage/index.html => usage.html} | 0 .../out/{users/index.html => users.html} | 0 .../index.html => virtual-keys.html} | 0 proxy_server.log | 659 ------------------ tests/test_proxy_search_tool_auth.py | 212 ------ 37 files changed, 871 deletions(-) rename litellm/proxy/_experimental/out/{404/index.html => 404.html} (100%) rename litellm/proxy/_experimental/out/{_not-found/index.html => _not-found.html} (100%) rename litellm/proxy/_experimental/out/{api-reference/index.html => api-reference.html} (100%) rename litellm/proxy/_experimental/out/{chat/index.html => chat.html} (100%) rename litellm/proxy/_experimental/out/experimental/{api-playground/index.html => api-playground.html} (100%) rename litellm/proxy/_experimental/out/experimental/{budgets/index.html => budgets.html} (100%) rename litellm/proxy/_experimental/out/experimental/{caching/index.html => caching.html} (100%) rename litellm/proxy/_experimental/out/experimental/{claude-code-plugins/index.html => claude-code-plugins.html} (100%) rename litellm/proxy/_experimental/out/experimental/{old-usage/index.html => old-usage.html} (100%) rename litellm/proxy/_experimental/out/experimental/{prompts/index.html => prompts.html} (100%) rename litellm/proxy/_experimental/out/experimental/{tag-management/index.html => tag-management.html} (100%) rename litellm/proxy/_experimental/out/{guardrails/index.html => guardrails.html} (100%) rename litellm/proxy/_experimental/out/{login/index.html => login.html} (100%) rename litellm/proxy/_experimental/out/{logs/index.html => logs.html} (100%) rename litellm/proxy/_experimental/out/mcp/oauth/{callback/index.html => callback.html} (100%) rename litellm/proxy/_experimental/out/{model-hub/index.html => model-hub.html} (100%) rename litellm/proxy/_experimental/out/{model_hub/index.html => model_hub.html} (100%) rename litellm/proxy/_experimental/out/{model_hub_table/index.html => model_hub_table.html} (100%) rename litellm/proxy/_experimental/out/{models-and-endpoints/index.html => models-and-endpoints.html} (100%) rename litellm/proxy/_experimental/out/{onboarding/index.html => onboarding.html} (100%) rename litellm/proxy/_experimental/out/{organizations/index.html => organizations.html} (100%) rename litellm/proxy/_experimental/out/{playground/index.html => playground.html} (100%) rename litellm/proxy/_experimental/out/{policies/index.html => policies.html} (100%) rename litellm/proxy/_experimental/out/settings/{admin-settings/index.html => admin-settings.html} (100%) rename litellm/proxy/_experimental/out/settings/{logging-and-alerts/index.html => logging-and-alerts.html} (100%) rename litellm/proxy/_experimental/out/settings/{router-settings/index.html => router-settings.html} (100%) rename litellm/proxy/_experimental/out/settings/{ui-theme/index.html => ui-theme.html} (100%) rename litellm/proxy/_experimental/out/{skills/index.html => skills.html} (100%) rename litellm/proxy/_experimental/out/{teams/index.html => teams.html} (100%) rename litellm/proxy/_experimental/out/{test-key/index.html => test-key.html} (100%) rename litellm/proxy/_experimental/out/tools/{mcp-servers/index.html => mcp-servers.html} (100%) rename litellm/proxy/_experimental/out/tools/{vector-stores/index.html => vector-stores.html} (100%) rename litellm/proxy/_experimental/out/{usage/index.html => usage.html} (100%) rename litellm/proxy/_experimental/out/{users/index.html => users.html} (100%) rename litellm/proxy/_experimental/out/{virtual-keys/index.html => virtual-keys.html} (100%) delete mode 100644 proxy_server.log delete mode 100644 tests/test_proxy_search_tool_auth.py diff --git a/litellm/proxy/_experimental/out/404/index.html b/litellm/proxy/_experimental/out/404.html similarity index 100% rename from litellm/proxy/_experimental/out/404/index.html rename to litellm/proxy/_experimental/out/404.html diff --git a/litellm/proxy/_experimental/out/_not-found/index.html b/litellm/proxy/_experimental/out/_not-found.html similarity index 100% rename from litellm/proxy/_experimental/out/_not-found/index.html rename to litellm/proxy/_experimental/out/_not-found.html diff --git a/litellm/proxy/_experimental/out/api-reference/index.html b/litellm/proxy/_experimental/out/api-reference.html similarity index 100% rename from litellm/proxy/_experimental/out/api-reference/index.html rename to litellm/proxy/_experimental/out/api-reference.html diff --git 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litellm/proxy/_experimental/out/settings/ui-theme.html diff --git a/litellm/proxy/_experimental/out/skills/index.html b/litellm/proxy/_experimental/out/skills.html similarity index 100% rename from litellm/proxy/_experimental/out/skills/index.html rename to litellm/proxy/_experimental/out/skills.html diff --git a/litellm/proxy/_experimental/out/teams/index.html b/litellm/proxy/_experimental/out/teams.html similarity index 100% rename from litellm/proxy/_experimental/out/teams/index.html rename to litellm/proxy/_experimental/out/teams.html diff --git a/litellm/proxy/_experimental/out/test-key/index.html b/litellm/proxy/_experimental/out/test-key.html similarity index 100% rename from litellm/proxy/_experimental/out/test-key/index.html rename to litellm/proxy/_experimental/out/test-key.html diff --git a/litellm/proxy/_experimental/out/tools/mcp-servers/index.html b/litellm/proxy/_experimental/out/tools/mcp-servers.html similarity index 100% rename from litellm/proxy/_experimental/out/tools/mcp-servers/index.html rename to litellm/proxy/_experimental/out/tools/mcp-servers.html diff --git a/litellm/proxy/_experimental/out/tools/vector-stores/index.html b/litellm/proxy/_experimental/out/tools/vector-stores.html similarity index 100% rename from litellm/proxy/_experimental/out/tools/vector-stores/index.html rename to litellm/proxy/_experimental/out/tools/vector-stores.html diff --git a/litellm/proxy/_experimental/out/usage/index.html b/litellm/proxy/_experimental/out/usage.html similarity index 100% rename from litellm/proxy/_experimental/out/usage/index.html rename to litellm/proxy/_experimental/out/usage.html diff --git a/litellm/proxy/_experimental/out/users/index.html b/litellm/proxy/_experimental/out/users.html similarity index 100% rename from litellm/proxy/_experimental/out/users/index.html rename to litellm/proxy/_experimental/out/users.html diff --git a/litellm/proxy/_experimental/out/virtual-keys/index.html b/litellm/proxy/_experimental/out/virtual-keys.html similarity index 100% rename from litellm/proxy/_experimental/out/virtual-keys/index.html rename to litellm/proxy/_experimental/out/virtual-keys.html diff --git a/proxy_server.log b/proxy_server.log deleted file mode 100644 index 381b28a784..0000000000 --- a/proxy_server.log +++ /dev/null @@ -1,659 +0,0 @@ -:128: RuntimeWarning: 'litellm.proxy.proxy_cli' found in sys.modules after import of package 'litellm.proxy', but prior to execution of 'litellm.proxy.proxy_cli'; this may result in unpredictable behaviour -2026-04-28 18:52:10,288 - litellm_proxy_extras - INFO - Running prisma migrate deploy -2026-04-28 18:52:13,736 - litellm_proxy_extras - INFO - prisma migrate deploy stdout: Environment variables loaded from ../../.env -Prisma schema loaded from schema.prisma -Datasource "client": PostgreSQL database "litellm", schema "public" at "localhost:5432" - -118 migrations found in prisma/migrations - - -No pending migrations to apply. - -2026-04-28 18:52:13,737 - litellm_proxy_extras - INFO - prisma migrate deploy completed -2026-04-28 18:52:13,737 - litellm_proxy_extras - INFO - No pending migrations — skipping post-migration sanity check -INFO: Started server process [19856] -INFO: Waiting for application startup. -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:803 - litellm.proxy.proxy_server.py::startup() - CHECKING PREMIUM USER - True -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:816 - worker_config: {"model": null, "alias": null, "api_base": null, "api_version": "2025-02-01-preview", "debug": false, "detailed_debug": true, "temperature": null, "max_tokens": null, "request_timeout": null, "max_budget": null, "telemetry": true, "drop_params": false, "add_function_to_prompt": false, "headers": null, "save": false, "config": "proxy_server_config.yaml", "use_queue": false} -LiteLLM Proxy: Using default (v1) migration resolver. If your deployment has seen schema thrashing during rolling deploys, try --use_v2_migration_resolver (safer: avoids the diff-and-force recovery that caused the thrash). - - ██╗ ██╗████████╗███████╗██╗ ██╗ ███╗ ███╗ - ██║ ██║╚══██╔══╝██╔════╝██║ ██║ ████╗ ████║ - ██║ ██║ ██║ █████╗ ██║ ██║ ██╔████╔██║ - ██║ ██║ ██║ ██╔══╝ ██║ ██║ ██║╚██╔╝██║ - ███████╗██║ ██║ ███████╗███████╗███████╗██║ ╚═╝ ██║ - ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝╚══════╝╚═╝ ╚═╝ - -18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'combined_model_name': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'stripped_model_name': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'combined_stripped_model_name': '170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd', 'custom_llm_provider': None} -18:52:13 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -18:52:13 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd in litellm.model_cost: 170fb9c8e18f87663825b69e7e54393b7a3392d1ecbfb0d6a8a543f0723173fd -18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} -18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} -18:52:13 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'openai/gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} -18:52:13 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=gpt-5.3-codex in litellm.model_cost: gpt-5.3-codex -18:52:13 - LiteLLM Router:DEBUG: router.py:7223 - -Initialized Model List ['gpt-5.3-codex'] -18:52:13 - LiteLLM Router:INFO: router.py:812 - Routing strategy: simple-shuffle -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:3915 - Policy engine: no policies in config, skipping -18:52:13 - LiteLLM Proxy:DEBUG: utils.py:2460 - Creating Prisma Client.. -18:52:13 - LiteLLM Proxy:DEBUG: utils.py:2527 - Success - Created Prisma Client -18:52:13 - LiteLLM Proxy:DEBUG: utils.py:3745 - PrismaClient: connect() called Attempting to Connect to DB -18:52:13 - LiteLLM Proxy:DEBUG: utils.py:3749 - PrismaClient: DB not connected, Attempting to Connect to DB -query-engine ac9d7041ed77bcc8a8dbd2ab6616b39013829574 -18:52:13 - LiteLLM Proxy:DEBUG: prisma_client.py:247 - IAM token auth not enabled, skipping token refresh task -18:52:13 - LiteLLM Proxy:INFO: utils.py:4307 - Started Prisma DB health watchdog (interval=30s, reconnect_cooldown=15s, probe_timeout=5.0s, reconnect_timeout=30.0s) -18:52:13 - LiteLLM Proxy:INFO: utils.py:4062 - Found prisma-query-engine at PID 20355. -18:52:13 - LiteLLM Proxy:INFO: utils.py:4066 - Watching engine PID 20355 via waitpid thread. -18:52:13 - LiteLLM:DEBUG: logging_callback_manager.py:336 - Custom logger of type SkillsInjectionHook, key: SkillsInjectionHook-max_iterations=10-sandbox_timeout=120-message_logging=True-turn_off_message_logging=False already exists in [, , , , , , ], not adding again.. -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:895 - About to initialize semantic tool filter -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:898 - litellm_settings keys = [] -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:6220 - Semantic tool filter not configured or not enabled, skipping initialization -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:905 - After semantic tool filter initialization -18:52:13 - LiteLLM Proxy:DEBUG: proxy_server.py:919 - prisma_client: -18:52:13 - LiteLLM Proxy:INFO: proxy_server.py:6467 - Tag spend update job scheduled at 25s interval (2.3x main job interval) -18:52:13 - LiteLLM Proxy:DEBUG: hanging_request_check.py:148 - Checking for hanging requests.... -18:52:13 - LiteLLM Proxy:INFO: utils.py:5083 - Starting spend logs queue monitor (threshold: 100, poll_interval: 2.0s) -18:52:14 - LiteLLM Proxy:INFO: utils.py:2634 - All necessary views exist! -18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:874 - Password migration: No plaintext passwords found -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:4256 - len new_models: 2 -18:52:14 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': '88d4dde8-817a-4c20-9bec-442961096d25', 'combined_model_name': '88d4dde8-817a-4c20-9bec-442961096d25', 'stripped_model_name': '88d4dde8-817a-4c20-9bec-442961096d25', 'combined_stripped_model_name': '88d4dde8-817a-4c20-9bec-442961096d25', 'custom_llm_provider': None} -18:52:14 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -18:52:14 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=88d4dde8-817a-4c20-9bec-442961096d25 in litellm.model_cost: 88d4dde8-817a-4c20-9bec-442961096d25 -18:52:14 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'combined_model_name': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'stripped_model_name': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'combined_stripped_model_name': '2ab3179b-62e9-4720-9ba7-0a2f12536cfa', 'custom_llm_provider': None} -18:52:14 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -18:52:14 - LiteLLM:DEBUG: utils.py:2900 - added/updated model=2ab3179b-62e9-4720-9ba7-0a2f12536cfa in litellm.model_cost: 2ab3179b-62e9-4720-9ba7-0a2f12536cfa -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5461 - guardrails from the DB [] -18:52:14 - LiteLLM Proxy:INFO: policy_registry.py:577 - Synced 0 production policies and 0 draft/published (by ID) from DB to in-memory registry -18:52:14 - LiteLLM Proxy:INFO: attachment_registry.py:481 - Synced 0 attachments from DB to in-memory registry -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5497 - Successfully synced policies and attachments from DB -18:52:14 - LiteLLM:DEBUG: mcp_server_manager.py:2644 - Loading MCP servers from database into registry... -18:52:14 - LiteLLM:INFO: mcp_server_manager.py:2664 - Found 1 MCP servers in database -18:52:14 - LiteLLM:DEBUG: mcp_server_manager.py:2688 - Building server from DB: 28a195c6-0224-4765-af9b-46f7a7f65ccb (deepwiki) -18:52:14 - LiteLLM:DEBUG: mcp_server_manager.py:2697 - MCP registry refreshed (1 servers in registry) -18:52:14 - LiteLLM Proxy:DEBUG: pass_through_endpoints.py:2409 - initializing pass through endpoints -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.weave -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.litellm_agent -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.dotprompt -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.dotprompt: ['dotprompt'] -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.gitlab -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.gitlab: ['gitlab'] -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.azure_sentinel -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.arize -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.arize: ['arize_phoenix'] -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.agentops -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.compression_interception -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.focus -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.prometheus_helpers -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.generic_prompt_management -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.generic_prompt_management: ['generic_prompt_management'] -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.levo -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.websearch_interception -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.deepeval -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.bitbucket -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:65 - Found prompt_initializer_registry in litellm.integrations.bitbucket: ['bitbucket'] -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:54 - Discovering prompt integrations in: litellm.integrations.vantage -18:52:14 - LiteLLM Proxy:DEBUG: prompt_registry.py:76 - Discovered 5 prompt initializers: ['dotprompt', 'gitlab', 'arize_phoenix', 'generic_prompt_management', 'bitbucket'] -18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:5640 - Loading 0 search tool(s) from database into router -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5660 - No search tools found in database, keeping config-loaded search tools (if any) -18:52:14 - LiteLLM Proxy:INFO: tool_registry_writer.py:329 - ToolPolicyRegistry: synced 17 tool policies and 1 object permissions from DB -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:5517 - Successfully synced tool policy from DB -18:52:14 - LiteLLM:DEBUG: focus_logger.py:167 - No Focus export logger registered; skipping scheduler -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6759 - key_rotation_enabled: False -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6793 - Key rotation disabled (set LITELLM_KEY_ROTATION_ENABLED=true to enable) -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6824 - expired_ui_session_key_cleanup_enabled: False -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:6869 - Expired UI session key cleanup disabled (set LITELLM_EXPIRED_UI_SESSION_KEY_CLEANUP_ENABLED=true to enable) -18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:6622 - Batch cost check job scheduled successfully -18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:6653 - Responses cost check job scheduled successfully -18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:6672 - APScheduler started with memory leak prevention settings: removed jitter, increased intervals, misfire_grace_time=3600 -18:52:14 - LiteLLM Proxy:DEBUG: proxy_server.py:7036 - LiteLLM: Pyroscope profiling is disabled (set LITELLM_ENABLE_PYROSCOPE=true to enable). -18:52:14 - LiteLLM Proxy:INFO: proxy_server.py:755 - SESSION REUSE: Created shared aiohttp session for connection pooling (ID: 6165409104, limit=1000, limit_per_host=500) -INFO: Application startup complete. -INFO: Uvicorn running on http://0.0.0.0:4000 (Press CTRL+C to quit) -18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. -18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e -18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. -18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e -18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list -18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. -18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e -18:52:21 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/key/list -18:52:21 - LiteLLM:DEBUG: user_api_key_auth.py:1023 - api key not found in cache. -18:52:21 - LiteLLM Proxy:DEBUG: utils.py:3061 - PrismaClient: find_unique for token: 00f60cfa9df317dade7cb93c0bdb83b44250c865daf6920ea0de433d523a894e - -#------------------------------------------------------------# -# # -# 'The thing I wish you improved is...' # -# https://github.com/BerriAI/litellm/issues/new # -# # -#------------------------------------------------------------# - - Thank you for using LiteLLM! - Krrish & Ishaan - - - -Give Feedback / Get Help: https://github.com/BerriAI/litellm/issues/new - - -LiteLLM: Proxy initialized with Config, Set models: - gpt-5.3-codex -INFO: 127.0.0.1:65291 - "GET /project/list HTTP/1.1" 404 Not Found -INFO: 127.0.0.1:65293 - "HEAD / HTTP/1.1" 200 OK -INFO: 127.0.0.1:65293 - "GET /__next._tree.txt?_rsc=1r34m HTTP/1.1" 404 Not Found -18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.984645+00:00 -18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.987707+00:00 -18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.988286+00:00 -18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:21.988897+00:00 -18:52:21 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:22 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:22 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:22 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4526 - Entering list_keys function -18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4950 - Filter conditions: {'OR': [{'team_id': None}, {'team_id': {'not': 'litellm-dashboard'}}]} -18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5020 - Pagination: skip=0, take=50 -18:52:22 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65283 - "GET /organization/list HTTP/1.1" 200 OK -18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5062 - Fetched 4 keys -18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5074 - Total count of keys: 4 -INFO: 127.0.0.1:65285 - "GET /team/list HTTP/1.1" 200 OK -18:52:22 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4604 - Successfully prepared response -INFO: 127.0.0.1:65290 - "GET /key/list?page=1&size=50&sort_by=created_at&sort_order=desc&expand=user&return_full_object=true&include_team_keys=true&include_created_by_keys=true HTTP/1.1" 200 OK -INFO: 127.0.0.1:65288 - "GET /tag/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65290 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:24 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:52:24 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:52:24 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:52:24 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 -INFO: 127.0.0.1:65290 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.414705+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.416982+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/models -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.426995+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v2/user/info -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.430882+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/access_group -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.434375+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.437819+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -INFO: 127.0.0.1:65326 - "GET /v2/user/info HTTP/1.1" 200 OK -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/access_groups -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.460826+00:00 -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65324 - "GET /models?include_model_access_groups=True&return_wildcard_routes=True&scope=expand HTTP/1.1" 200 OK -18:52:28 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/toolset -18:52:28 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:28.463333+00:00 -INFO: 127.0.0.1:65290 - "GET /organization/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65328 - "GET /v1/access_group HTTP/1.1" 200 OK -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers -INFO: 127.0.0.1:65329 - "GET /v1/mcp/server HTTP/1.1" 200 OK -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:28 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -INFO: 127.0.0.1:65321 - "GET /team/list HTTP/1.1" 200 OK -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:28 - LiteLLM Proxy:WARNING: toolset_db.py:60 - litellm.proxy._experimental.mcp_server.toolset_db::list_mcp_toolsets - 'Prisma' object has no attribute 'litellm_mcptoolsettable' -INFO: 127.0.0.1:65324 - "GET /v1/mcp/toolset HTTP/1.1" 200 OK -INFO: 127.0.0.1:65326 - "GET /v1/mcp/access_groups HTTP/1.1" 200 OK -18:52:30 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:52:30 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:30.307066+00:00 -18:52:30 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:52:30 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:30.310005+00:00 -INFO: 127.0.0.1:65321 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:30 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list -18:52:30 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:30.314509+00:00 -18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:30 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:30 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:30 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:30 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65326 - "GET /organization/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65324 - "GET /team/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65329 - "GET /tag/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65329 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:34 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:52:34 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:34.018157+00:00 -18:52:34 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:52:34 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:34.038105+00:00 -18:52:34 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list -18:52:34 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:34.045120+00:00 -INFO: 127.0.0.1:65321 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:34 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:34 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:34 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:34 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65329 - "GET /organization/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65324 - "GET /team/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65326 - "GET /tag/list HTTP/1.1" 200 OK -18:52:35 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:52:35 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:52:35 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:52:35 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 -INFO: 127.0.0.1:65326 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:39 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:4256 - len new_models: 2 -18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5461 - guardrails from the DB [] -18:52:44 - LiteLLM Proxy:INFO: policy_registry.py:577 - Synced 0 production policies and 0 draft/published (by ID) from DB to in-memory registry -18:52:44 - LiteLLM Proxy:INFO: attachment_registry.py:481 - Synced 0 attachments from DB to in-memory registry -18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5497 - Successfully synced policies and attachments from DB -18:52:44 - LiteLLM:DEBUG: mcp_server_manager.py:2644 - Loading MCP servers from database into registry... -18:52:44 - LiteLLM:INFO: mcp_server_manager.py:2664 - Found 1 MCP servers in database -18:52:44 - LiteLLM:DEBUG: mcp_server_manager.py:2697 - MCP registry refreshed (1 servers in registry) -18:52:44 - LiteLLM Proxy:DEBUG: pass_through_endpoints.py:2409 - initializing pass through endpoints -18:52:44 - LiteLLM Proxy:INFO: proxy_server.py:5640 - Loading 0 search tool(s) from database into router -18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5660 - No search tools found in database, keeping config-loaded search tools (if any) -18:52:44 - LiteLLM Proxy:INFO: tool_registry_writer.py:329 - ToolPolicyRegistry: synced 17 tool policies and 1 object permissions from DB -18:52:44 - LiteLLM Proxy:DEBUG: proxy_server.py:5517 - Successfully synced tool policy from DB -18:52:46 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:52:46 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:52:46 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:52:46 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 -18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.075515+00:00 -18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.133027+00:00 -INFO: 127.0.0.1:65389 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list -18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.284965+00:00 -18:52:54 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/key/list -18:52:54 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:22:54.295543+00:00 -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:54 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4526 - Entering list_keys function -18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4950 - Filter conditions: {'OR': [{'team_id': None}, {'team_id': {'not': 'litellm-dashboard'}}]} -18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5020 - Pagination: skip=0, take=50 -18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:52:54 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65385 - "GET /organization/list HTTP/1.1" 200 OK -18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5062 - Fetched 4 keys -INFO: 127.0.0.1:65392 - "GET /tag/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65387 - "GET /team/list HTTP/1.1" 200 OK -18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:5074 - Total count of keys: 4 -18:52:54 - LiteLLM Proxy:DEBUG: key_management_endpoints.py:4604 - Successfully prepared response -INFO: 127.0.0.1:65393 - "GET /key/list?page=1&size=50&sort_by=created_at&sort_order=desc&expand=user&return_full_object=true&include_team_keys=true&include_created_by_keys=true HTTP/1.1" 200 OK -INFO: 127.0.0.1:65393 - "GET /project/list HTTP/1.1" 404 Not Found -18:52:58 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:52:58 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:52:58 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:52:58 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 -18:53:04 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:05 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/health/readiness -18:53:05 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:53:05 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:05 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:05.652862+00:00 -18:53:06 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:53:06 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:06.042541+00:00 -18:53:06 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/tag/list -18:53:06 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:06.085990+00:00 -INFO: 127.0.0.1:65443 - "GET /project/list HTTP/1.1" 404 Not Found -18:53:06 - LiteLLM:DEBUG: http_handler.py:840 - Using AiohttpTransport... -INFO: 127.0.0.1:65436 - "GET /health/readiness HTTP/1.1" 200 OK -18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:06 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:06 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:06 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:06 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65438 - "GET /organization/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65442 - "GET /tag/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65440 - "GET /team/list HTTP/1.1" 200 OK -18:53:08 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:53:09 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:53:09 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:53:09 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.447694+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/toolset -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.480143+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/get/mcp_semantic_filter_settings -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.511525+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/model_group/info -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.521031+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/config/list -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.525741+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/network/client-ip -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.533092+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65461 - "GET /v1/mcp/network/client-ip HTTP/1.1" 200 OK -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:09 - LiteLLM Proxy:DEBUG: model_checks.py:131 - ALL KEY MODELS - 0 -18:53:09 - LiteLLM Proxy:DEBUG: model_checks.py:166 - ALL TEAM MODELS - 0 -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gpt-5.3-codex', 'combined_model_name': 'openai/gpt-5.3-codex', 'stripped_model_name': 'openai/gpt-5.3-codex', 'combined_stripped_model_name': 'openai/gpt-5.3-codex', 'custom_llm_provider': 'openai'} -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} -18:53:09 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} -18:53:09 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gemini-3.1-flash-image-preview', 'combined_model_name': 'vertex_ai/gemini-3.1-flash-image-preview', 'stripped_model_name': 'gemini-3.1-flash-image-preview', 'combined_stripped_model_name': 'vertex_ai/gemini-3.1-flash-image-preview', 'custom_llm_provider': 'vertex_ai'} -18:53:09 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'gemini-3.1-flash-image-preview', 'combined_model_name': 'gemini-3.1-flash-image-preview', 'stripped_model_name': 'gemini-3.1-flash-image-preview', 'combined_stripped_model_name': 'gemini-3.1-flash-image-preview', 'custom_llm_provider': 'vertex_ai'} -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server/submissions -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.669506+00:00 -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:09 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers -INFO: 127.0.0.1:65440 - "GET /v1/mcp/server HTTP/1.1" 200 OK -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:09 - LiteLLM Proxy:WARNING: toolset_db.py:60 - litellm.proxy._experimental.mcp_server.toolset_db::list_mcp_toolsets - 'Prisma' object has no attribute 'litellm_mcptoolsettable' -INFO: 127.0.0.1:65442 - "GET /v1/mcp/toolset HTTP/1.1" 200 OK -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server/health -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.692446+00:00 -INFO: 127.0.0.1:65442 - "HEAD / HTTP/1.1" 200 OK -INFO: 127.0.0.1:65436 - "GET /model_group/info HTTP/1.1" 200 OK -INFO: 127.0.0.1:65443 - "GET /config/list?config_type=general_settings HTTP/1.1" 200 OK -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/config/list -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.731878+00:00 -INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/github.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/slack.svg HTTP/1.1" 304 Not Modified -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/notion.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/linear.svg HTTP/1.1" 304 Not Modified -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/jira.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65438 - "GET /get/mcp_semantic_filter_settings HTTP/1.1" 200 OK -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/figma.svg HTTP/1.1" 304 Not Modified -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:09 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers -18:53:09 - LiteLLM:DEBUG: client.py:273 - litellm headers for streamable_http_client: {} -18:53:09 - LiteLLM:DEBUG: client.py:402 - MCP client using SSL configuration: SSLContext -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65436 - "GET /ui/assets/logos/gmail.svg HTTP/1.1" 304 Not Modified -18:53:09 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/model_group/info -18:53:09 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:09 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:09.989425+00:00 -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/stripe.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/google_drive.svg HTTP/1.1" 304 Not Modified -18:53:09 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/shopify.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/salesforce.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65442 - "GET /config/list?config_type=general_settings HTTP/1.1" 200 OK -INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/hubspot.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/twilio.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65461 - "GET /v1/mcp/server/submissions HTTP/1.1" 200 OK -INFO: 127.0.0.1:65442 - "GET /ui/assets/logos/cloudflare.svg HTTP/1.1" 304 Not Modified -18:53:10 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/postgresql.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/sentry.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65461 - "GET /ui/assets/logos/snowflake.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65442 - "GET /ui/assets/logos/zapier.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65461 - "GET /__next._tree.txt?_rsc=1r34m HTTP/1.1" 404 Not Found -18:53:10 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:10 - LiteLLM Proxy:DEBUG: model_checks.py:131 - ALL KEY MODELS - 0 -18:53:10 - LiteLLM Proxy:DEBUG: model_checks.py:166 - ALL TEAM MODELS - 0 -18:53:10 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} -18:53:10 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -18:53:10 - LiteLLM:DEBUG: utils.py:5620 - checking potential_model_names in litellm.model_cost: {'split_model': 'oia-gpt-realtime', 'combined_model_name': 'azure/oia-gpt-realtime', 'stripped_model_name': 'azure/oia-gpt-realtime', 'combined_stripped_model_name': 'azure/oia-gpt-realtime', 'custom_llm_provider': 'azure'} -18:53:10 - LiteLLM:DEBUG: utils.py:5921 - Error getting model info: This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json -INFO: 127.0.0.1:65443 - "GET /ui/assets/logos/gitlab.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65438 - "GET /ui/assets/logos/google.svg HTTP/1.1" 304 Not Modified -INFO: 127.0.0.1:65436 - "GET /model_group/info HTTP/1.1" 200 OK -INFO: 127.0.0.1:65440 - "GET /v1/mcp/server/health HTTP/1.1" 200 OK -INFO: 127.0.0.1:65440 - "GET / HTTP/1.1" 200 OK -18:53:17 - LiteLLM Proxy:DEBUG: custom_openapi_spec.py:311 - Successfully added ProxyChatCompletionRequest schema to OpenAPI spec -18:53:17 - LiteLLM Proxy:DEBUG: custom_openapi_spec.py:311 - Successfully added EmbeddingRequest schema to OpenAPI spec -18:53:17 - LiteLLM Proxy:DEBUG: custom_openapi_spec.py:315 - Could not get schema for ResponsesAPIRequestParams -INFO: 127.0.0.1:65440 - "GET /openapi.json HTTP/1.1" 200 OK -18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/organization/list -18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.073159+00:00 -18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/team/list -18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.085893+00:00 -18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server -18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.089077+00:00 -18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/server/health -18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.093754+00:00 -18:53:17 - LiteLLM Proxy:DEBUG: http_parsing_utils.py:529 - populate_request_with_path_params: No vector_store_id present in path=/v1/mcp/toolset -18:53:17 - LiteLLM:DEBUG: user_api_key_auth.py:1099 - 404: {'error': "Team doesn't exist in cache + check_cache_only=True. Team=litellm-dashboard."} -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1348 - Checking if token expired, expiry time 2026-04-29 11:16:22.190000+00:00 and current time 2026-04-28 13:23:17.096736+00:00 -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers -INFO: 127.0.0.1:65438 - "GET /v1/mcp/server HTTP/1.1" 200 OK -18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:17 - LiteLLM Proxy:DEBUG: user_api_key_auth.py:1567 - centralized auth: team fetch failed (HTTPException: 404: {'error': "Team doesn't exist in db. Team=litellm-dashboard. Create team via `/team/new` call."}) -18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:4256 - len new_models: 2 -18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:796 - Admin user without explicit object_permission - returning all servers -18:53:17 - LiteLLM:DEBUG: client.py:273 - litellm headers for streamable_http_client: {} -18:53:17 - LiteLLM:DEBUG: client.py:402 - MCP client using SSL configuration: SSLContext -18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -18:53:17 - LiteLLM Proxy:WARNING: toolset_db.py:60 - litellm.proxy._experimental.mcp_server.toolset_db::list_mcp_toolsets - 'Prisma' object has no attribute 'litellm_mcptoolsettable' -INFO: 127.0.0.1:65442 - "GET /v1/mcp/toolset HTTP/1.1" 200 OK -18:53:17 - LiteLLM Proxy:DEBUG: auth_checks.py:4036 - Vector store registry not found, skipping vector store access check -INFO: 127.0.0.1:65436 - "GET /organization/list HTTP/1.1" 200 OK -INFO: 127.0.0.1:65443 - "GET /team/list HTTP/1.1" 200 OK -18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5461 - guardrails from the DB [] -18:53:17 - LiteLLM Proxy:INFO: policy_registry.py:577 - Synced 0 production policies and 0 draft/published (by ID) from DB to in-memory registry -18:53:17 - LiteLLM Proxy:INFO: attachment_registry.py:481 - Synced 0 attachments from DB to in-memory registry -18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5497 - Successfully synced policies and attachments from DB -18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:2644 - Loading MCP servers from database into registry... -18:53:17 - LiteLLM:INFO: mcp_server_manager.py:2664 - Found 1 MCP servers in database -18:53:17 - LiteLLM:DEBUG: mcp_server_manager.py:2697 - MCP registry refreshed (1 servers in registry) -18:53:17 - LiteLLM Proxy:DEBUG: pass_through_endpoints.py:2409 - initializing pass through endpoints -18:53:17 - LiteLLM Proxy:INFO: proxy_server.py:5640 - Loading 0 search tool(s) from database into router -18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5660 - No search tools found in database, keeping config-loaded search tools (if any) -18:53:17 - LiteLLM Proxy:INFO: tool_registry_writer.py:329 - ToolPolicyRegistry: synced 17 tool policies and 1 object permissions from DB -18:53:17 - LiteLLM Proxy:DEBUG: proxy_server.py:5517 - Successfully synced tool policy from DB -INFO: 127.0.0.1:65461 - "GET /v1/mcp/server/health HTTP/1.1" 200 OK -18:53:19 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:53:20 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:53:20 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:53:20 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 -18:53:29 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: spend_update_queue.py:39 - Aggregating updates by entity type: [] -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1122 - User Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1165 - End-User Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1180 - KEY Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1221 - Team Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1269 - Team Membership Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1342 - Org Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Tag Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1435 - Agent Spend transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily User Spend transactions: 0 -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily user spend update -18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Team Spend transactions: 0 -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily team spend update -18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Org Spend transactions: 0 -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily org spend update -18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily End_user Spend transactions: 0 -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily end_user spend update -18:53:31 - LiteLLM Proxy:DEBUG: daily_spend_update_queue.py:99 - Aggregated daily spend update transactions: {} -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1576 - Daily Agent Spend transactions: 0 -18:53:31 - LiteLLM Proxy:DEBUG: db_spend_update_writer.py:1609 - No new transactions to process for daily agent spend update -18:53:31 - LiteLLM Proxy:DEBUG: utils.py:4936 - Spend Logs transactions: 0 diff --git a/tests/test_proxy_search_tool_auth.py b/tests/test_proxy_search_tool_auth.py deleted file mode 100644 index 502bc655ce..0000000000 --- a/tests/test_proxy_search_tool_auth.py +++ /dev/null @@ -1,212 +0,0 @@ -""" -Test search tool authorization - verify model-like access control for search tools. - -Tests that: -1. Keys can only access search tools in their allowed_search_tools list -2. Teams can only access search tools in their allowed_search_tools list -3. Empty allowlists grant access to all search tools -4. Credentials are never exposed in team/key metadata -""" - -import pytest -from unittest.mock import MagicMock, patch -from fastapi import HTTPException - -# Import types and functions to test -from litellm.proxy._types import LiteLLM_TeamTable, UserAPIKeyAuth -from litellm.proxy.auth.auth_checks import ( - can_key_call_search_tool, - can_team_call_search_tool, -) - - -@pytest.mark.asyncio -async def test_key_can_access_allowed_search_tool(): - """Test that a key can access a search tool in its allowlist.""" - # Create a mock key with allowed_search_tools - mock_key = UserAPIKeyAuth( - token="sk-test-key", - models=["gpt-4"], - allowed_search_tools=["tavily-search", "perplexity-search"], - ) - - # Should succeed - tool is in allowlist - result = await can_key_call_search_tool( - search_tool_name="tavily-search", - valid_token=mock_key, - ) - assert result is True - - -@pytest.mark.asyncio -async def test_key_denied_non_allowed_search_tool(): - """Test that a key is denied access to a search tool not in its allowlist.""" - mock_key = UserAPIKeyAuth( - token="sk-test-key", - models=["gpt-4"], - allowed_search_tools=["tavily-search"], # Only tavily allowed - ) - - # Should raise exception - brave-search not in allowlist - with pytest.raises(Exception) as exc_info: - await can_key_call_search_tool( - search_tool_name="brave-search", - valid_token=mock_key, - ) - assert "not allowed to access search tool" in str(exc_info.value) - assert "brave-search" in str(exc_info.value) - - -@pytest.mark.asyncio -async def test_key_empty_allowlist_grants_all_access(): - """Test that an empty allowlist grants access to all search tools.""" - mock_key = UserAPIKeyAuth( - token="sk-test-key", - models=["gpt-4"], - allowed_search_tools=[], # Empty = all allowed - ) - - # Should succeed - empty list allows all - result = await can_key_call_search_tool( - search_tool_name="any-search-tool", - valid_token=mock_key, - ) - assert result is True - - -@pytest.mark.asyncio -async def test_team_can_access_allowed_search_tool(): - """Test that a team can access a search tool in its allowlist.""" - mock_team = LiteLLM_TeamTable( - team_id="team-123", - team_alias="Marketing Team", - models=["gpt-4"], - allowed_search_tools=["tavily-search", "exa-search"], - ) - - # Should succeed - tool is in allowlist - result = await can_team_call_search_tool( - search_tool_name="tavily-search", - team_object=mock_team, - ) - assert result is True - - -@pytest.mark.asyncio -async def test_team_denied_non_allowed_search_tool(): - """Test that a team is denied access to a search tool not in its allowlist.""" - mock_team = LiteLLM_TeamTable( - team_id="team-123", - team_alias="Engineering Team", - models=["gpt-4"], - allowed_search_tools=["perplexity-search"], # Only perplexity allowed - ) - - # Should raise exception - tavily-search not in allowlist - with pytest.raises(Exception) as exc_info: - await can_team_call_search_tool( - search_tool_name="tavily-search", - team_object=mock_team, - ) - assert "not allowed to access search tool" in str(exc_info.value) - assert "tavily-search" in str(exc_info.value) - - -@pytest.mark.asyncio -async def test_team_empty_allowlist_grants_all_access(): - """Test that an empty team allowlist grants access to all search tools.""" - mock_team = LiteLLM_TeamTable( - team_id="team-123", - team_alias="Admin Team", - models=["gpt-4"], - allowed_search_tools=[], # Empty = all allowed - ) - - # Should succeed - empty list allows all - result = await can_team_call_search_tool( - search_tool_name="any-search-tool", - team_object=mock_team, - ) - assert result is True - - -@pytest.mark.asyncio -async def test_team_none_allowed_search_tools(): - """Test that None for allowed_search_tools (not set) grants access to all.""" - mock_team = LiteLLM_TeamTable( - team_id="team-123", - team_alias="Legacy Team", - models=["gpt-4"], - allowed_search_tools=None, # Not set = all allowed - ) - - # Should succeed - None allows all - result = await can_team_call_search_tool( - search_tool_name="any-search-tool", - team_object=mock_team, - ) - assert result is True - - -def test_credentials_not_in_team_metadata(): - """Verify that search provider credentials are never stored in team metadata.""" - mock_team = LiteLLM_TeamTable( - team_id="team-123", - team_alias="Test Team", - models=["gpt-4"], - allowed_search_tools=["tavily-search"], - metadata={"custom_field": "value"}, # No search_provider_config - ) - - # Verify metadata does not contain search_provider_config - assert mock_team.metadata is not None - assert "search_provider_config" not in mock_team.metadata - assert "api_key" not in str(mock_team.metadata) - - -def test_credentials_not_in_key_metadata(): - """Verify that search provider credentials are never stored in key metadata.""" - mock_key = UserAPIKeyAuth( - token="sk-test-key", - models=["gpt-4"], - allowed_search_tools=["tavily-search"], - metadata={"user_info": "test"}, # No search_provider_config - ) - - # Verify metadata does not contain search_provider_config - assert mock_key.metadata is not None - assert "search_provider_config" not in mock_key.metadata - assert "api_key" not in str(mock_key.metadata) - - -@pytest.mark.asyncio -async def test_both_key_and_team_checks_required(): - """Test that both key-level and team-level checks are enforced.""" - # Key has access to tool - mock_key = UserAPIKeyAuth( - token="sk-test-key", - models=["gpt-4"], - allowed_search_tools=["tavily-search"], - ) - - # Team does NOT have access to tool - mock_team = LiteLLM_TeamTable( - team_id="team-123", - team_alias="Restricted Team", - models=["gpt-4"], - allowed_search_tools=["perplexity-search"], # Different tool - ) - - # Key check passes - await can_key_call_search_tool( - search_tool_name="tavily-search", - valid_token=mock_key, - ) - - # Team check fails - with pytest.raises(Exception) as exc_info: - await can_team_call_search_tool( - search_tool_name="tavily-search", - team_object=mock_team, - ) - assert "not allowed to access search tool" in str(exc_info.value) From 0543c59af61834237045526e31a44b12bae0f13c Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 18:59:42 +0530 Subject: [PATCH 12/80] revert proxy config --- proxy_server_config.yaml | 232 ++++++++++++++++++++++++++++++++++++++- 1 file changed, 228 insertions(+), 4 deletions(-) diff --git a/proxy_server_config.yaml b/proxy_server_config.yaml index 5a34fd4745..5d3d810926 100644 --- a/proxy_server_config.yaml +++ b/proxy_server_config.yaml @@ -1,7 +1,231 @@ model_list: - # Gemini 2.5 Flash Native Audio (Latest - recommended) - - model_name: gpt-5.3-codex + - model_name: gpt-3.5-turbo-end-user-test litellm_params: - model: openai/gpt-5.3-codex + model: gpt-3.5-turbo + region_name: "eu" + model_info: + id: "1" + - model_name: gpt-3.5-turbo-end-user-test + litellm_params: + model: openai/gpt-4.1-mini + api_key: os.environ/OPENAI_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault + - model_name: gpt-3.5-turbo + litellm_params: + model: openai/gpt-4.1-mini + api_key: os.environ/OPENAI_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault + - model_name: gpt-3.5-turbo-large + litellm_params: + model: "gpt-3.5-turbo-1106" api_key: os.environ/OPENAI_API_KEY - \ No newline at end of file + rpm: 480 + timeout: 300 + stream_timeout: 60 + - model_name: gpt-4 + litellm_params: + model: openai/gpt-4.1-mini + api_key: os.environ/OPENAI_API_KEY # The `os.environ/` prefix tells litellm to read this from the env. See https://docs.litellm.ai/docs/simple_proxy#load-api-keys-from-vault + rpm: 480 + timeout: 300 + stream_timeout: 60 + - model_name: sagemaker-completion-model + litellm_params: + model: sagemaker/berri-benchmarking-Llama-2-70b-chat-hf-4 + input_cost_per_second: 0.000420 + - model_name: text-embedding-ada-002 + litellm_params: + model: openai/text-embedding-ada-002 + api_key: os.environ/OPENAI_API_KEY + model_info: + mode: embedding + base_model: text-embedding-ada-002 + - model_name: dall-e-2 # some tests use dall-e-2 which is now deprecated, alias to dall-e-3 + litellm_params: + model: openai/dall-e-3 + - model_name: openai-dall-e-3 + litellm_params: + model: dall-e-3 + - model_name: fake-openai-endpoint + litellm_params: + model: openai/gpt-3.5-turbo + api_key: fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + - model_name: fake-openai-endpoint-2 + litellm_params: + model: openai/my-fake-model + api_key: my-fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + stream_timeout: 0.001 + rpm: 1 + - model_name: fake-openai-endpoint-3 + litellm_params: + model: openai/my-fake-model + api_key: my-fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + stream_timeout: 0.001 + rpm: 1000 + - model_name: fake-openai-endpoint-4 + litellm_params: + model: openai/my-fake-model + api_key: my-fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + num_retries: 50 + - model_name: fake-openai-endpoint-3 + litellm_params: + model: openai/my-fake-model-2 + api_key: my-fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + stream_timeout: 0.001 + rpm: 1000 + - model_name: bad-model + litellm_params: + model: openai/bad-model + api_key: os.environ/OPENAI_API_KEY + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + mock_timeout: True + timeout: 60 + rpm: 1000 + model_info: + health_check_timeout: 1 + - model_name: good-model + litellm_params: + model: openai/bad-model + api_key: os.environ/OPENAI_API_KEY + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + rpm: 1000 + model_info: + health_check_timeout: 1 + - model_name: "*" + litellm_params: + model: openai/* + api_key: os.environ/OPENAI_API_KEY + - model_name: realtime-v1 + litellm_params: + model: azure/gpt-realtime-20250828-standard + api_version: "2025-08-28" + realtime_protocol: GA # Possible values: "GA"/ "v1", "beta" + + - model_name: realtime-beta + litellm_params: + model: azure/gpt-realtime-20250828-standard + api_version: 2025-04-01-preview + + + # provider specific wildcard routing + - model_name: "anthropic/*" + litellm_params: + model: "anthropic/*" + api_key: os.environ/ANTHROPIC_API_KEY + - model_name: "bedrock/*" + litellm_params: + model: "bedrock/*" + - model_name: "groq/*" + litellm_params: + model: "groq/*" + api_key: os.environ/GROQ_API_KEY + - model_name: mistral-embed + litellm_params: + model: mistral/mistral-embed + - model_name: gpt-instruct # [PROD TEST] - tests if `/health` automatically infers this to be a text completion model + litellm_params: + model: text-completion-openai/gpt-3.5-turbo-instruct + - model_name: fake-openai-endpoint-5 + litellm_params: + model: openai/my-fake-model + api_key: my-fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.app/ + timeout: 1 + - model_name: badly-configured-openai-endpoint + litellm_params: + model: openai/my-fake-model + api_key: my-fake-key + api_base: https://exampleopenaiendpoint-production.up.railway.appxxxx/ + - model_name: gemini-1.5-flash + litellm_params: + model: gemini/gemini-1.5-flash + api_key: os.environ/GOOGLE_API_KEY + - model_name: gpt-4o + litellm_params: + model: gpt-4o + api_key: os.environ/OPENAI_API_KEY + + +litellm_settings: + # set_verbose: True # Uncomment this if you want to see verbose logs; not recommended in production + drop_params: True + success_callback: ["prometheus"] + # max_budget: 100 + # budget_duration: 30d + num_retries: 5 + request_timeout: 600 + telemetry: False + context_window_fallbacks: [{"gpt-3.5-turbo": ["gpt-3.5-turbo-large"]}] + default_team_settings: + - team_id: team-1 + success_callback: ["langfuse"] + failure_callback: ["langfuse"] + langfuse_public_key: os.environ/LANGFUSE_PROJECT1_PUBLIC # Project 1 + langfuse_secret: os.environ/LANGFUSE_PROJECT1_SECRET # Project 1 + - team_id: team-2 + success_callback: ["langfuse"] + failure_callback: ["langfuse"] + langfuse_public_key: os.environ/LANGFUSE_PROJECT2_PUBLIC # Project 2 + langfuse_secret: os.environ/LANGFUSE_PROJECT2_SECRET # Project 2 + langfuse_host: https://us.cloud.langfuse.com + # cache: true # [OPTIONAL] use for caching responses + # enable_caching_on_provider_specific_optional_params: True # Include provider-specific params in cache keys + # cache_params: # And for shared health check + # type: redis + # host: localhost + # port: 6379 + +# For /fine_tuning/jobs endpoints +finetune_settings: + - custom_llm_provider: azure + api_base: os.environ/AZURE_API_BASE + api_key: os.environ/AZURE_API_KEY + api_version: "2023-03-15-preview" + - custom_llm_provider: openai + api_key: os.environ/OPENAI_API_KEY + +# for /files endpoints +files_settings: + - custom_llm_provider: azure + api_base: os.environ/AZURE_API_BASE + api_key: os.environ/AZURE_API_KEY + api_version: "2023-03-15-preview" + - custom_llm_provider: openai + api_key: os.environ/OPENAI_API_KEY + +router_settings: + routing_strategy: usage-based-routing-v2 + redis_host: os.environ/REDIS_HOST + redis_password: os.environ/REDIS_PASSWORD + redis_port: os.environ/REDIS_PORT + enable_pre_call_checks: true + model_group_alias: {"my-special-fake-model-alias-name": "fake-openai-endpoint-3"} + +general_settings: + master_key: sk-1234 # [OPTIONAL] Use to enforce auth on proxy. See - https://docs.litellm.ai/docs/proxy/virtual_keys + store_model_in_db: True + proxy_budget_rescheduler_min_time: 60 + proxy_budget_rescheduler_max_time: 64 + proxy_batch_write_at: 1 + database_connection_pool_limit: 10 + # background_health_checks: true + # use_shared_health_check: true + # health_check_interval: 30 + # database_url: "postgresql://:@:/" # [OPTIONAL] use for token-based auth to proxy + + pass_through_endpoints: + - path: "/v1/rerank" # route you want to add to LiteLLM Proxy Server + target: "https://api.cohere.com/v1/rerank" # URL this route should forward requests to + headers: # headers to forward to this URL + content-type: application/json # (Optional) Extra Headers to pass to this endpoint + accept: application/json + forward_headers: True + +# environment_variables: + # settings for using redis caching + # REDIS_HOST: redis-16337.c322.us-east-1-2.ec2.cloud.redislabs.com + # REDIS_PORT: "16337" + # REDIS_PASSWORD: \ No newline at end of file From 50eba8a3e2eb4777456278f056253d0f75fb9335 Mon Sep 17 00:00:00 2001 From: Josh Minzner Date: Tue, 28 Apr 2026 13:00:48 -0400 Subject: [PATCH 13/80] fix(bedrock, anthropic): translate OpenAI file content on tool-result path OpenAI Chat Completions `{type: "file", file: {file_data: "data:application/pdf;..."}}` content blocks inside tool messages were silently dropped when translated to Bedrock Converse and direct Anthropic. Additionally, PDFs sent via `image_url` data URIs were either dropped (Bedrock) or wrapped as `type: "image"` and rejected by the API (Anthropic). - _convert_to_bedrock_tool_call_result: add `type: "file"` branch; pass through document blocks produced by BedrockImageProcessor for PDF `image_url` URIs. Single choke point covers both sync and async converse paths. - convert_to_anthropic_tool_result: add `type: "file"` branch delegating to `anthropic_process_openai_file_message`; branch `image_url` on data-URI mime type so non-image mimes route through the file helper to produce document blocks. - AnthropicMessagesToolResultParam.content union extended to accept `AnthropicMessagesDocumentParam` alongside text and image. - Add 6 tests (3 Bedrock + 3 Anthropic) covering file-PDF, image_url-PDF, and image_url-PNG regression. Fixes #24641 Supersedes #24646 with an OpenAI-native approach and test coverage. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../prompt_templates/factory.py | 104 ++++++++++++++-- litellm/types/llms/anthropic.py | 6 +- .../test_anthropic_completion.py | 110 ++++++++++++++++ .../test_bedrock_completion.py | 117 ++++++++++++++++++ 4 files changed, 325 insertions(+), 12 deletions(-) diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py index fe8387476e..2d149b3a70 100644 --- a/litellm/litellm_core_utils/prompt_templates/factory.py +++ b/litellm/litellm_core_utils/prompt_templates/factory.py @@ -1661,6 +1661,16 @@ def _sanitize_anthropic_tool_use_id(tool_use_id: str) -> str: return sanitized +def _is_anthropic_document_data_uri(url: str) -> bool: + # Anthropic document blocks cover non-image mimes the API accepts via base64 + # source (application/pdf, text/*). Match the mime-type prefix in a data URI. + match = re.match(r"data:([^;,]+)", url) + if not match: + return False + mime_type = match.group(1) + return mime_type.startswith("application/") or mime_type.startswith("text/") + + def convert_to_anthropic_tool_result( message: Union[ChatCompletionToolMessage, ChatCompletionFunctionMessage], force_base64: bool = False, @@ -1698,14 +1708,24 @@ def convert_to_anthropic_tool_result( """ anthropic_content: Union[ str, - List[Union[AnthropicMessagesToolResultContent, AnthropicMessagesImageParam]], + List[ + Union[ + AnthropicMessagesToolResultContent, + AnthropicMessagesImageParam, + AnthropicMessagesDocumentParam, + ] + ], ] = "" if isinstance(message["content"], str): anthropic_content = message["content"] elif isinstance(message["content"], List): content_list = message["content"] anthropic_content_list: List[ - Union[AnthropicMessagesToolResultContent, AnthropicMessagesImageParam] + Union[ + AnthropicMessagesToolResultContent, + AnthropicMessagesImageParam, + AnthropicMessagesDocumentParam, + ] ] = [] for content in content_list: if content["type"] == "text": @@ -1720,21 +1740,62 @@ def convert_to_anthropic_tool_result( text_content["cache_control"] = cache_control_value anthropic_content_list.append(text_content) elif content["type"] == "image_url": + image_url_value = content["image_url"] format = ( - content["image_url"].get("format") - if isinstance(content["image_url"], dict) + image_url_value.get("format") + if isinstance(image_url_value, dict) else None ) - _anthropic_image_param = create_anthropic_image_param( - content["image_url"], format=format, is_bedrock_invoke=force_base64 + url_str = ( + image_url_value.get("url") + if isinstance(image_url_value, dict) + else image_url_value ) - _anthropic_image_param = add_cache_control_to_content( - anthropic_content_element=_anthropic_image_param, + # Data URIs with non-image mime types (e.g. application/pdf) must + # translate to Anthropic document blocks, not image blocks — + # wrapping a PDF in `type: "image"` is rejected by the API. + if isinstance(url_str, str) and _is_anthropic_document_data_uri( + url_str + ): + synth_file_message: ChatCompletionFileObject = { + "type": "file", + "file": {"file_data": url_str}, + } + _document_block = anthropic_process_openai_file_message( + synth_file_message + ) + _document_block = add_cache_control_to_content( + anthropic_content_element=cast( + AnthropicMessagesDocumentParam, _document_block + ), + original_content_element=content, + ) + anthropic_content_list.append( + cast(AnthropicMessagesDocumentParam, _document_block) + ) + else: + _anthropic_image_param = create_anthropic_image_param( + image_url_value, + format=format, + is_bedrock_invoke=force_base64, + ) + _anthropic_image_param = add_cache_control_to_content( + anthropic_content_element=_anthropic_image_param, + original_content_element=content, + ) + anthropic_content_list.append( + cast(AnthropicMessagesImageParam, _anthropic_image_param) + ) + elif content["type"] == "file": + file_content = cast(ChatCompletionFileObject, content) + _file_block = anthropic_process_openai_file_message(file_content) + _file_block = add_cache_control_to_content( + anthropic_content_element=cast( + AnthropicMessagesDocumentParam, _file_block + ), original_content_element=content, ) - anthropic_content_list.append( - cast(AnthropicMessagesImageParam, _anthropic_image_param) - ) + anthropic_content_list.append(_file_block) anthropic_content = anthropic_content_list anthropic_tool_result: Optional[AnthropicMessagesToolResultParam] = None @@ -3977,6 +4038,27 @@ def _convert_to_bedrock_tool_call_result( tool_result_content_blocks.append( BedrockToolResultContentBlock(image=_block["image"]) ) + elif "document" in _block: + tool_result_content_blocks.append( + BedrockToolResultContentBlock(document=_block["document"]) + ) + elif content["type"] == "file": + file_obj = content.get("file") or {} + file_data = file_obj.get("file_data") + if isinstance(file_data, str): + _file_block: BedrockContentBlock = ( + BedrockImageProcessor.process_image_sync(image_url=file_data) + ) + if "document" in _file_block: + tool_result_content_blocks.append( + BedrockToolResultContentBlock( + document=_file_block["document"] + ) + ) + elif "image" in _file_block: + tool_result_content_blocks.append( + BedrockToolResultContentBlock(image=_file_block["image"]) + ) message.get("name", "") id = str(message.get("tool_call_id", str(uuid.uuid4()))) diff --git a/litellm/types/llms/anthropic.py b/litellm/types/llms/anthropic.py index e3f63d0574..c376b8694a 100644 --- a/litellm/types/llms/anthropic.py +++ b/litellm/types/llms/anthropic.py @@ -330,7 +330,11 @@ class AnthropicMessagesToolResultParam(TypedDict, total=False): content: Union[ str, Iterable[ - Union[AnthropicMessagesToolResultContent, AnthropicMessagesImageParam] + Union[ + AnthropicMessagesToolResultContent, + AnthropicMessagesImageParam, + AnthropicMessagesDocumentParam, + ] ], ] cache_control: Optional[Union[dict, ChatCompletionCachedContent]] diff --git a/tests/llm_translation/test_anthropic_completion.py b/tests/llm_translation/test_anthropic_completion.py index fdf8c24ac9..75a9c4c39a 100644 --- a/tests/llm_translation/test_anthropic_completion.py +++ b/tests/llm_translation/test_anthropic_completion.py @@ -1885,3 +1885,113 @@ def test_metadata_filter_applies_to_azure_anthropic(): headers={}, ) assert data.get("metadata") == {"user_id": "u2"} + + +def test_anthropic_tool_result_openai_file_pdf_becomes_document(): + """ + OpenAI `{type: "file", file: {file_data: "data:application/pdf;..."}}` inside + a tool-message content list should translate to an Anthropic document block + inside the tool_result content. The existing helper + `anthropic_process_openai_file_message` already does this translation for + user messages; it must be reused on the tool-result path. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" + message = { + "tool_call_id": "toolu_pdf_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "file", + "file": { + "file_data": f"data:application/pdf;base64,{pdf_b64}", + "filename": "summary.pdf", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + assert result["type"] == "tool_result" + assert result["tool_use_id"] == "toolu_pdf_1" + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "document" + assert block["source"]["type"] == "base64" + assert block["source"]["media_type"] == "application/pdf" + assert block["source"]["data"] == pdf_b64 + + +def test_anthropic_tool_result_image_url_pdf_data_uri_becomes_document(): + """ + Regression: a PDF sent as an `image_url` data URI on the tool-result path + must translate to an Anthropic document block (not an image block — Anthropic + rejects image blocks whose media_type is a non-image like application/pdf). + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" + message = { + "tool_call_id": "toolu_pdf_img_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:application/pdf;base64,{pdf_b64}", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "document" + assert block["source"]["media_type"] == "application/pdf" + assert block["source"]["data"] == pdf_b64 + + +def test_anthropic_tool_result_image_url_png_still_becomes_image(): + """ + Regression: image_url with a real image mime type must continue to translate + to an Anthropic image block. Locks in existing behavior after the + data-URI-mime-type branching for PDFs. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + png_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR4nGNgYGBgAAAABQABXvMqOgAAAABJRU5ErkJggg==" + message = { + "tool_call_id": "toolu_png_1", + "role": "tool", + "name": "fetch_image", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:image/png;base64,{png_b64}", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "image" + assert block["source"]["media_type"] == "image/png" diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py index ddfe383f2a..c9a886d125 100644 --- a/tests/llm_translation/test_bedrock_completion.py +++ b/tests/llm_translation/test_bedrock_completion.py @@ -1282,6 +1282,123 @@ def test_bedrock_converse_translation_tool_message(): ] +def test_bedrock_tool_message_openai_file_pdf_becomes_document(): + """ + OpenAI Chat Completions `{type: "file", file: {file_data: "data:application/pdf;...", filename}}` + inside a tool message content list should translate to a Bedrock + toolResult.content[].document block. This is the documented OpenAI shape for + PDFs on the Chat Completions API and what downstream callers emit. + """ + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" # tiny "%PDF-1.4\n" header + messages = [ + {"role": "user", "content": "Summarize the attached PDF."}, + { + "tool_call_id": "tooluse_pdf_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "file", + "file": { + "file_data": f"data:application/pdf;base64,{pdf_b64}", + "filename": "summary.pdf", + }, + }, + ], + }, + ] + + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert tool_result["toolUseId"] == "tooluse_pdf_1" + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "document" in block, f"expected document block, got {block}" + assert block["document"]["format"] == "pdf" + assert block["document"]["source"]["bytes"] == pdf_b64 + assert block["document"]["name"].startswith("DocumentPDFmessages_") + assert block["document"]["name"].endswith("_pdf") + + +def test_bedrock_tool_message_image_url_pdf_data_uri_becomes_document(): + """ + Regression for the processor-returns-document-but-wrapper-drops-it bug: + when a caller sends a PDF as an `image_url` data URI on the tool-result path, + BedrockImageProcessor correctly routes it through the document path and + returns a {"document": ...} block, but the tool-result wrapper only + appended the "image" case, silently dropping documents. + """ + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" + messages = [ + {"role": "user", "content": "Summarize the attached PDF."}, + { + "tool_call_id": "tooluse_pdf_img_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:application/pdf;base64,{pdf_b64}", + }, + }, + ], + }, + ] + + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert tool_result["toolUseId"] == "tooluse_pdf_img_1" + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "document" in block, f"expected document block, got {block}" + assert block["document"]["format"] == "pdf" + assert block["document"]["source"]["bytes"] == pdf_b64 + + +def test_bedrock_tool_message_image_url_png_still_becomes_image(): + """ + Regression: image_url with an image mime type must continue to translate + to a Bedrock image block (not document). Locks in existing behavior after + the document-passthrough fix. + """ + png_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR4nGNgYGBgAAAABQABXvMqOgAAAABJRU5ErkJggg==" + messages = [ + {"role": "user", "content": "Describe the attached image."}, + { + "tool_call_id": "tooluse_png_1", + "role": "tool", + "name": "fetch_image", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:image/png;base64,{png_b64}", + }, + }, + ], + }, + ] + + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "image" in block, f"expected image block, got {block}" + assert "document" not in block + assert block["image"]["format"] == "png" + assert block["image"]["source"]["bytes"] == png_b64 + + def test_base_aws_llm_get_credentials(): import time From 898040fcdda0f3193862ab495905198e26f5c45f Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Tue, 28 Apr 2026 22:34:14 +0530 Subject: [PATCH 14/80] Fix tests --- .../s3_vectors/vector_stores/test_s3_vectors_transformation.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py b/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py index 7c06823d16..9507ff401a 100644 --- a/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py +++ b/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py @@ -56,6 +56,7 @@ class TestS3VectorsVectorStoreConfig: vector_store_id="invalid-format", query="test query", vector_store_search_optional_params={}, + extra_body=None, api_base="https://s3vectors.us-west-2.api.aws", litellm_logging_obj=mock_logging_obj, litellm_params={}, From 5b5363cd5447d898b1c981beb997436e6b167cf1 Mon Sep 17 00:00:00 2001 From: Josh Minzner Date: Tue, 28 Apr 2026 14:54:54 -0400 Subject: [PATCH 15/80] test: mirror PDF tool-result tests under tests/test_litellm MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Duplicate the three Bedrock and three Anthropic tool-result tests into tests/test_litellm/ so they're picked up by `make test-unit` (and its coverage report). The originals in tests/llm_translation/ stay — they run under integration and remain the canonical translation-suite regression cases. Co-Authored-By: Claude Opus 4.7 (1M context) --- ...llm_core_utils_prompt_templates_factory.py | 109 +++++++++++++++ .../chat/test_converse_transformation.py | 127 ++++++++++++++++++ 2 files changed, 236 insertions(+) diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py index 72cfd89408..d9b458ad8b 100644 --- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py +++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py @@ -2476,3 +2476,112 @@ def test_bedrock_tools_pt_passes_ttl_for_claude_4_5(): cache_blocks_old = [b for b in result_old if "cachePoint" in b] assert len(cache_blocks_old) == 1 assert "ttl" not in cache_blocks_old[0]["cachePoint"] + + +def test_convert_to_anthropic_tool_result_openai_file_pdf_becomes_document(): + """ + OpenAI `{type: "file", file: {file_data: "data:application/pdf;..."}}` inside + a tool-message content list should translate to an Anthropic document block + inside the tool_result content. Reuses anthropic_process_openai_file_message, + which already handles this for user messages. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" + message = { + "tool_call_id": "toolu_pdf_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "file", + "file": { + "file_data": f"data:application/pdf;base64,{pdf_b64}", + "filename": "summary.pdf", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + assert result["type"] == "tool_result" + assert result["tool_use_id"] == "toolu_pdf_1" + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "document" + assert block["source"]["type"] == "base64" + assert block["source"]["media_type"] == "application/pdf" + assert block["source"]["data"] == pdf_b64 + + +def test_convert_to_anthropic_tool_result_image_url_pdf_data_uri_becomes_document(): + """ + Regression: a PDF sent as an `image_url` data URI on the tool-result path + must translate to an Anthropic document block (not an image block — Anthropic + rejects image blocks whose media_type is a non-image like application/pdf). + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" + message = { + "tool_call_id": "toolu_pdf_img_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:application/pdf;base64,{pdf_b64}", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "document" + assert block["source"]["media_type"] == "application/pdf" + assert block["source"]["data"] == pdf_b64 + + +def test_convert_to_anthropic_tool_result_image_url_png_still_becomes_image(): + """ + Regression: image_url with a real image mime type must continue to translate + to an Anthropic image block. Locks in existing behavior after the + data-URI-mime-type branching for PDFs. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + png_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR4nGNgYGBgAAAABQABXvMqOgAAAABJRU5ErkJggg==" + message = { + "tool_call_id": "toolu_png_1", + "role": "tool", + "name": "fetch_image", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:image/png;base64,{png_b64}", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "image" + assert block["source"]["media_type"] == "image/png" diff --git a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py index 38a59c694e..02477c24c4 100644 --- a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py @@ -4146,3 +4146,130 @@ def test_transform_response_finish_reason_stop_when_json_mode_filters_all_tools( # finish_reason must be "stop", not "tool_calls" assert result.choices[0].finish_reason == "stop" + + +def test_bedrock_tool_message_openai_file_pdf_becomes_document(): + """ + OpenAI Chat Completions `{type: "file", file: {file_data: "data:application/pdf;...", filename}}` + inside a tool message content list should translate to a Bedrock + toolResult.content[].document block. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + _bedrock_converse_messages_pt, + ) + + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" # tiny "%PDF-1.4\n" header + messages = [ + {"role": "user", "content": "Summarize the attached PDF."}, + { + "tool_call_id": "tooluse_pdf_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "file", + "file": { + "file_data": f"data:application/pdf;base64,{pdf_b64}", + "filename": "summary.pdf", + }, + }, + ], + }, + ] + + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert tool_result["toolUseId"] == "tooluse_pdf_1" + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "document" in block, f"expected document block, got {block}" + assert block["document"]["format"] == "pdf" + assert block["document"]["source"]["bytes"] == pdf_b64 + assert block["document"]["name"].startswith("DocumentPDFmessages_") + assert block["document"]["name"].endswith("_pdf") + + +def test_bedrock_tool_message_image_url_pdf_data_uri_becomes_document(): + """ + Regression for the processor-returns-document-but-wrapper-drops-it bug: + when a caller sends a PDF as an `image_url` data URI on the tool-result path, + BedrockImageProcessor correctly returns a {"document": ...} block, but the + tool-result wrapper only appended the "image" case, silently dropping documents. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + _bedrock_converse_messages_pt, + ) + + pdf_b64 = "JVBERi0xLjQKJeLjz9MK" + messages = [ + {"role": "user", "content": "Summarize the attached PDF."}, + { + "tool_call_id": "tooluse_pdf_img_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:application/pdf;base64,{pdf_b64}", + }, + }, + ], + }, + ] + + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert tool_result["toolUseId"] == "tooluse_pdf_img_1" + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "document" in block, f"expected document block, got {block}" + assert block["document"]["format"] == "pdf" + assert block["document"]["source"]["bytes"] == pdf_b64 + + +def test_bedrock_tool_message_image_url_png_still_becomes_image(): + """ + Regression: image_url with an image mime type must continue to translate + to a Bedrock image block (not document). Locks in existing behavior after + the document-passthrough fix. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + _bedrock_converse_messages_pt, + ) + + png_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR4nGNgYGBgAAAABQABXvMqOgAAAABJRU5ErkJggg==" + messages = [ + {"role": "user", "content": "Describe the attached image."}, + { + "tool_call_id": "tooluse_png_1", + "role": "tool", + "name": "fetch_image", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:image/png;base64,{png_b64}", + }, + }, + ], + }, + ] + + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "image" in block, f"expected image block, got {block}" + assert "document" not in block + assert block["image"]["format"] == "png" + assert block["image"]["source"]["bytes"] == png_b64 From 12e1d02d4e6649da7386a9895ca1ecdc7131f973 Mon Sep 17 00:00:00 2001 From: Josh Minzner Date: Tue, 28 Apr 2026 16:48:29 -0400 Subject: [PATCH 16/80] address Greptile review feedback on tool-result PDF fix MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Tighten _is_anthropic_document_data_uri to match the mimes Anthropic actually accepts as base64 `document` source ({application/pdf, text/plain}). The previous application/* + text/* prefix match would route e.g. data:application/json URIs through the document path, producing blocks the Anthropic API rejects. Unsupported mimes now stay on the existing image code path (same failure mode as before the fix — no regression, just stops introducing a new one). - On the Bedrock tool-result `type: "file"` branch, accept either file_data or file_id and raise BadRequestError on both-None, mirroring the user-message _process_file_message pattern. Previously a file block with only file_id was silently dropped. - Consolidate the six new PDF tool-result tests under tests/test_litellm/ only (the PR template's required location and where the unit-test CI workflow runs with coverage). The duplicate copies under tests/llm_translation/ added drift risk with no additional coverage. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../prompt_templates/factory.py | 52 +++++--- .../test_anthropic_completion.py | 110 ---------------- .../test_bedrock_completion.py | 117 ------------------ ...llm_core_utils_prompt_templates_factory.py | 74 +++++++++++ .../chat/test_converse_transformation.py | 91 ++++++++++++++ 5 files changed, 200 insertions(+), 244 deletions(-) diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py index 2d149b3a70..a9df089557 100644 --- a/litellm/litellm_core_utils/prompt_templates/factory.py +++ b/litellm/litellm_core_utils/prompt_templates/factory.py @@ -1661,14 +1661,18 @@ def _sanitize_anthropic_tool_use_id(tool_use_id: str) -> str: return sanitized +_ANTHROPIC_DOCUMENT_BASE64_MEDIA_TYPES = {"application/pdf", "text/plain"} + + def _is_anthropic_document_data_uri(url: str) -> bool: - # Anthropic document blocks cover non-image mimes the API accepts via base64 - # source (application/pdf, text/*). Match the mime-type prefix in a data URI. + # Anthropic's base64 document source accepts only application/pdf and + # text/plain (see select_anthropic_content_block_type_for_file). Routing + # other mimes here would produce a document block the API rejects, so we + # leave them on the image code path. match = re.match(r"data:([^;,]+)", url) if not match: return False - mime_type = match.group(1) - return mime_type.startswith("application/") or mime_type.startswith("text/") + return match.group(1) in _ANTHROPIC_DOCUMENT_BASE64_MEDIA_TYPES def convert_to_anthropic_tool_result( @@ -4043,22 +4047,36 @@ def _convert_to_bedrock_tool_call_result( BedrockToolResultContentBlock(document=_block["document"]) ) elif content["type"] == "file": + # Match the user-message path (_process_file_message): accept + # either file_data (base64 data URI) or file_id (server-side + # reference / URL) and hand off to BedrockImageProcessor. Raise + # BadRequestError on both-None rather than silently dropping. file_obj = content.get("file") or {} file_data = file_obj.get("file_data") - if isinstance(file_data, str): - _file_block: BedrockContentBlock = ( - BedrockImageProcessor.process_image_sync(image_url=file_data) + file_id = file_obj.get("file_id") + if file_data is None and file_id is None: + raise litellm.BadRequestError( + message="file_data and file_id cannot both be None. Got={}".format( + content + ), + model="", + llm_provider="bedrock", + ) + file_format = file_obj.get("format") + _file_block: BedrockContentBlock = ( + BedrockImageProcessor.process_image_sync( + image_url=cast(str, file_id or file_data), + format=file_format, + ) + ) + if "document" in _file_block: + tool_result_content_blocks.append( + BedrockToolResultContentBlock(document=_file_block["document"]) + ) + elif "image" in _file_block: + tool_result_content_blocks.append( + BedrockToolResultContentBlock(image=_file_block["image"]) ) - if "document" in _file_block: - tool_result_content_blocks.append( - BedrockToolResultContentBlock( - document=_file_block["document"] - ) - ) - elif "image" in _file_block: - tool_result_content_blocks.append( - BedrockToolResultContentBlock(image=_file_block["image"]) - ) message.get("name", "") id = str(message.get("tool_call_id", str(uuid.uuid4()))) diff --git a/tests/llm_translation/test_anthropic_completion.py b/tests/llm_translation/test_anthropic_completion.py index 75a9c4c39a..fdf8c24ac9 100644 --- a/tests/llm_translation/test_anthropic_completion.py +++ b/tests/llm_translation/test_anthropic_completion.py @@ -1885,113 +1885,3 @@ def test_metadata_filter_applies_to_azure_anthropic(): headers={}, ) assert data.get("metadata") == {"user_id": "u2"} - - -def test_anthropic_tool_result_openai_file_pdf_becomes_document(): - """ - OpenAI `{type: "file", file: {file_data: "data:application/pdf;..."}}` inside - a tool-message content list should translate to an Anthropic document block - inside the tool_result content. The existing helper - `anthropic_process_openai_file_message` already does this translation for - user messages; it must be reused on the tool-result path. - """ - from litellm.litellm_core_utils.prompt_templates.factory import ( - convert_to_anthropic_tool_result, - ) - - pdf_b64 = "JVBERi0xLjQKJeLjz9MK" - message = { - "tool_call_id": "toolu_pdf_1", - "role": "tool", - "name": "fetch_document", - "content": [ - { - "type": "file", - "file": { - "file_data": f"data:application/pdf;base64,{pdf_b64}", - "filename": "summary.pdf", - }, - }, - ], - } - - result = convert_to_anthropic_tool_result(message) - - assert result["type"] == "tool_result" - assert result["tool_use_id"] == "toolu_pdf_1" - content = result["content"] - assert isinstance(content, list) and len(content) == 1 - block = content[0] - assert block["type"] == "document" - assert block["source"]["type"] == "base64" - assert block["source"]["media_type"] == "application/pdf" - assert block["source"]["data"] == pdf_b64 - - -def test_anthropic_tool_result_image_url_pdf_data_uri_becomes_document(): - """ - Regression: a PDF sent as an `image_url` data URI on the tool-result path - must translate to an Anthropic document block (not an image block — Anthropic - rejects image blocks whose media_type is a non-image like application/pdf). - """ - from litellm.litellm_core_utils.prompt_templates.factory import ( - convert_to_anthropic_tool_result, - ) - - pdf_b64 = "JVBERi0xLjQKJeLjz9MK" - message = { - "tool_call_id": "toolu_pdf_img_1", - "role": "tool", - "name": "fetch_document", - "content": [ - { - "type": "image_url", - "image_url": { - "url": f"data:application/pdf;base64,{pdf_b64}", - }, - }, - ], - } - - result = convert_to_anthropic_tool_result(message) - - content = result["content"] - assert isinstance(content, list) and len(content) == 1 - block = content[0] - assert block["type"] == "document" - assert block["source"]["media_type"] == "application/pdf" - assert block["source"]["data"] == pdf_b64 - - -def test_anthropic_tool_result_image_url_png_still_becomes_image(): - """ - Regression: image_url with a real image mime type must continue to translate - to an Anthropic image block. Locks in existing behavior after the - data-URI-mime-type branching for PDFs. - """ - from litellm.litellm_core_utils.prompt_templates.factory import ( - convert_to_anthropic_tool_result, - ) - - png_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR4nGNgYGBgAAAABQABXvMqOgAAAABJRU5ErkJggg==" - message = { - "tool_call_id": "toolu_png_1", - "role": "tool", - "name": "fetch_image", - "content": [ - { - "type": "image_url", - "image_url": { - "url": f"data:image/png;base64,{png_b64}", - }, - }, - ], - } - - result = convert_to_anthropic_tool_result(message) - - content = result["content"] - assert isinstance(content, list) and len(content) == 1 - block = content[0] - assert block["type"] == "image" - assert block["source"]["media_type"] == "image/png" diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py index c9a886d125..ddfe383f2a 100644 --- a/tests/llm_translation/test_bedrock_completion.py +++ b/tests/llm_translation/test_bedrock_completion.py @@ -1282,123 +1282,6 @@ def test_bedrock_converse_translation_tool_message(): ] -def test_bedrock_tool_message_openai_file_pdf_becomes_document(): - """ - OpenAI Chat Completions `{type: "file", file: {file_data: "data:application/pdf;...", filename}}` - inside a tool message content list should translate to a Bedrock - toolResult.content[].document block. This is the documented OpenAI shape for - PDFs on the Chat Completions API and what downstream callers emit. - """ - pdf_b64 = "JVBERi0xLjQKJeLjz9MK" # tiny "%PDF-1.4\n" header - messages = [ - {"role": "user", "content": "Summarize the attached PDF."}, - { - "tool_call_id": "tooluse_pdf_1", - "role": "tool", - "name": "fetch_document", - "content": [ - { - "type": "file", - "file": { - "file_data": f"data:application/pdf;base64,{pdf_b64}", - "filename": "summary.pdf", - }, - }, - ], - }, - ] - - translated_msg = _bedrock_converse_messages_pt( - messages=messages, model="", llm_provider="" - ) - - tool_result = translated_msg[-1]["content"][-1]["toolResult"] - assert tool_result["toolUseId"] == "tooluse_pdf_1" - assert len(tool_result["content"]) == 1 - block = tool_result["content"][0] - assert "document" in block, f"expected document block, got {block}" - assert block["document"]["format"] == "pdf" - assert block["document"]["source"]["bytes"] == pdf_b64 - assert block["document"]["name"].startswith("DocumentPDFmessages_") - assert block["document"]["name"].endswith("_pdf") - - -def test_bedrock_tool_message_image_url_pdf_data_uri_becomes_document(): - """ - Regression for the processor-returns-document-but-wrapper-drops-it bug: - when a caller sends a PDF as an `image_url` data URI on the tool-result path, - BedrockImageProcessor correctly routes it through the document path and - returns a {"document": ...} block, but the tool-result wrapper only - appended the "image" case, silently dropping documents. - """ - pdf_b64 = "JVBERi0xLjQKJeLjz9MK" - messages = [ - {"role": "user", "content": "Summarize the attached PDF."}, - { - "tool_call_id": "tooluse_pdf_img_1", - "role": "tool", - "name": "fetch_document", - "content": [ - { - "type": "image_url", - "image_url": { - "url": f"data:application/pdf;base64,{pdf_b64}", - }, - }, - ], - }, - ] - - translated_msg = _bedrock_converse_messages_pt( - messages=messages, model="", llm_provider="" - ) - - tool_result = translated_msg[-1]["content"][-1]["toolResult"] - assert tool_result["toolUseId"] == "tooluse_pdf_img_1" - assert len(tool_result["content"]) == 1 - block = tool_result["content"][0] - assert "document" in block, f"expected document block, got {block}" - assert block["document"]["format"] == "pdf" - assert block["document"]["source"]["bytes"] == pdf_b64 - - -def test_bedrock_tool_message_image_url_png_still_becomes_image(): - """ - Regression: image_url with an image mime type must continue to translate - to a Bedrock image block (not document). Locks in existing behavior after - the document-passthrough fix. - """ - png_b64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR4nGNgYGBgAAAABQABXvMqOgAAAABJRU5ErkJggg==" - messages = [ - {"role": "user", "content": "Describe the attached image."}, - { - "tool_call_id": "tooluse_png_1", - "role": "tool", - "name": "fetch_image", - "content": [ - { - "type": "image_url", - "image_url": { - "url": f"data:image/png;base64,{png_b64}", - }, - }, - ], - }, - ] - - translated_msg = _bedrock_converse_messages_pt( - messages=messages, model="", llm_provider="" - ) - - tool_result = translated_msg[-1]["content"][-1]["toolResult"] - assert len(tool_result["content"]) == 1 - block = tool_result["content"][0] - assert "image" in block, f"expected image block, got {block}" - assert "document" not in block - assert block["image"]["format"] == "png" - assert block["image"]["source"]["bytes"] == png_b64 - - def test_base_aws_llm_get_credentials(): import time diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py index d9b458ad8b..7d9647c95c 100644 --- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py +++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py @@ -2553,6 +2553,80 @@ def test_convert_to_anthropic_tool_result_image_url_pdf_data_uri_becomes_documen assert block["source"]["data"] == pdf_b64 +def test_convert_to_anthropic_tool_result_image_url_unsupported_mime_stays_image_path(): + """ + An `image_url` data URI whose mime is neither application/pdf nor text/plain + (e.g. application/json) must NOT be routed through the document path. Anthropic + only accepts application/pdf and text/plain as base64 document media_types — + anything else would produce a document block the API rejects. The old + (pre-fix) behavior was to wrap such data as an image block, which also + fails but stays on the image code path; preserve that failure mode rather + than switching to a document path that is equally broken. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + message = { + "tool_call_id": "toolu_json_1", + "role": "tool", + "name": "fetch_json", + "content": [ + { + "type": "image_url", + "image_url": { + "url": "data:application/json;base64,eyJrIjoidiJ9", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "image", ( + f"unsupported mime {block.get('source', {}).get('media_type')!r} " + f"should not be routed to document path; got {block}" + ) + + +def test_convert_to_anthropic_tool_result_image_url_text_plain_data_uri_becomes_document(): + """ + text/plain is one of the two mimes Anthropic accepts as a base64 document + media_type. Confirm it routes through the document path so tightening the + gate to {application/pdf, text/plain} (not "application/*") covers both. + """ + from litellm.litellm_core_utils.prompt_templates.factory import ( + convert_to_anthropic_tool_result, + ) + + txt_b64 = "aGVsbG8=" # "hello" + message = { + "tool_call_id": "toolu_txt_1", + "role": "tool", + "name": "fetch_text", + "content": [ + { + "type": "image_url", + "image_url": { + "url": f"data:text/plain;base64,{txt_b64}", + }, + }, + ], + } + + result = convert_to_anthropic_tool_result(message) + + content = result["content"] + assert isinstance(content, list) and len(content) == 1 + block = content[0] + assert block["type"] == "document" + assert block["source"]["media_type"] == "text/plain" + assert block["source"]["data"] == txt_b64 + + def test_convert_to_anthropic_tool_result_image_url_png_still_becomes_image(): """ Regression: image_url with a real image mime type must continue to translate diff --git a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py index 02477c24c4..21e87dfc17 100644 --- a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py @@ -4234,6 +4234,97 @@ def test_bedrock_tool_message_image_url_pdf_data_uri_becomes_document(): assert block["document"]["source"]["bytes"] == pdf_b64 +def test_bedrock_tool_message_file_id_http_url_becomes_document(): + """ + OpenAI `file.file_id` is a server-side file reference. The Bedrock + user-message path (_process_file_message at factory.py:4796) accepts either + `file_data` or `file_id` and forwards to BedrockImageProcessor. The + tool-result path must match: when `file_id` is an http(s) PDF URL, it + should resolve to a Bedrock document block, not be silently dropped. + """ + from unittest.mock import patch + + from litellm.litellm_core_utils.prompt_templates.factory import ( + BedrockImageProcessor, + _bedrock_converse_messages_pt, + ) + + pdf_url = "https://example.com/whitepaper.pdf" + fake_document_block = { + "document": { + "format": "pdf", + "name": "fake_doc", + "source": {"bytes": "ZmFrZQ=="}, + } + } + messages = [ + {"role": "user", "content": "Summarize the attached PDF."}, + { + "tool_call_id": "tooluse_fid_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "file", + "file": { + "file_id": pdf_url, + "filename": "whitepaper.pdf", + }, + }, + ], + }, + ] + + with patch.object( + BedrockImageProcessor, + "process_image_sync", + return_value=fake_document_block, + ) as mock_proc: + translated_msg = _bedrock_converse_messages_pt( + messages=messages, model="", llm_provider="" + ) + + mock_proc.assert_called_once() + assert mock_proc.call_args.kwargs["image_url"] == pdf_url + + tool_result = translated_msg[-1]["content"][-1]["toolResult"] + assert len(tool_result["content"]) == 1 + block = tool_result["content"][0] + assert "document" in block, f"expected document block, got {block}" + assert block["document"]["source"]["bytes"] == "ZmFrZQ==" + + +def test_bedrock_tool_message_file_without_data_or_id_raises(): + """ + The user-message path raises BadRequestError when a `type: "file"` block + has neither `file_data` nor `file_id` (factory.py:4802-4809). The + tool-result path must match — silently dropping the block makes the model + see an empty tool result and obscures the caller bug. + """ + import litellm + from litellm.litellm_core_utils.prompt_templates.factory import ( + _bedrock_converse_messages_pt, + ) + + messages = [ + {"role": "user", "content": "Summarize."}, + { + "tool_call_id": "tooluse_bad_1", + "role": "tool", + "name": "fetch_document", + "content": [ + { + "type": "file", + "file": {"filename": "nothing.pdf"}, + }, + ], + }, + ] + + with pytest.raises(litellm.BadRequestError): + _bedrock_converse_messages_pt(messages=messages, model="", llm_provider="") + + def test_bedrock_tool_message_image_url_png_still_becomes_image(): """ Regression: image_url with an image mime type must continue to translate From b07e1c03418312c4bbc617f611a75f64d64a64ec Mon Sep 17 00:00:00 2001 From: Michael Riad Zaky Date: Tue, 28 Apr 2026 17:38:42 -0700 Subject: [PATCH 17/80] drop response body from vertex/bedrock transformation errors --- .../bedrock/chat/converse_transformation.py | 4 +-- .../vertex_and_google_ai_studio_gemini.py | 8 ++--- .../chat/test_converse_transformation.py | 36 +++++++++++++++++++ ...test_vertex_and_google_ai_studio_gemini.py | 29 +++++++++++++++ 4 files changed, 71 insertions(+), 6 deletions(-) diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py index a27153365d..61a7d4c08d 100644 --- a/litellm/llms/bedrock/chat/converse_transformation.py +++ b/litellm/llms/bedrock/chat/converse_transformation.py @@ -1942,8 +1942,8 @@ class AmazonConverseConfig(BaseConfig): completion_response = ConverseResponseBlock(**response.json()) # type: ignore except Exception as e: raise BedrockError( - message="Received={}, Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format( - response.text, str(e) + message="Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format( + str(e) ), status_code=422, ) diff --git a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py index a90e05919f..474ddb402a 100644 --- a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py +++ b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py @@ -2395,8 +2395,8 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): completion_response = GenerateContentResponseBody(**raw_response.json()) # type: ignore except Exception as e: raise VertexAIError( - message="Received={}, Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format( - raw_response.text, str(e) + message="Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format( + str(e) ), status_code=422, headers=raw_response.headers, @@ -2530,8 +2530,8 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): except Exception as e: raise VertexAIError( - message="Received={}, Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format( - completion_response, str(e) + message="Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format( + str(e) ), status_code=422, headers=raw_response.headers, diff --git a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py index 8e53e57f1e..633aed38a0 100644 --- a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py @@ -4146,3 +4146,39 @@ def test_transform_response_finish_reason_stop_when_json_mode_filters_all_tools( # finish_reason must be "stop", not "tool_calls" assert result.choices[0].finish_reason == "stop" + + +def test_transform_response_does_not_leak_body_on_parse_failure(): + from litellm.llms.bedrock.common_utils import BedrockError + + leaky_body = {"output": {"message": {"content": [{"text": "secret content"}]}}} + + class MockResponse: + def json(self): + return leaky_body + + @property + def text(self): + return json.dumps(leaky_body) + + with patch( + "litellm.llms.bedrock.chat.converse_transformation.ConverseResponseBlock", + side_effect=KeyError("missing required field"), + ): + with pytest.raises(BedrockError) as exc_info: + AmazonConverseConfig()._transform_response( + model="bedrock/us.anthropic.claude-haiku-4-5-20251001-v1:0", + response=MockResponse(), + model_response=ModelResponse(), + stream=False, + logging_obj=None, + optional_params={}, + api_key=None, + data=None, + messages=[], + encoding=None, + ) + + msg = str(exc_info.value) + assert "secret content" not in msg + assert "Error converting to valid response block" in msg diff --git a/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py b/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py index 0118b39ddd..353d19b019 100644 --- a/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py +++ b/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py @@ -4261,3 +4261,32 @@ def test_sync_streaming_uses_custom_client(): # Verify that gemini_client is in the partial's keywords assert "gemini_client" in partial_make_sync_call.keywords assert partial_make_sync_call.keywords["gemini_client"] is mock_client + + +def test_transform_response_does_not_leak_body_on_parse_failure(): + leaky_body = {"candidates": [{"content": {"parts": [{"text": "secret content"}]}}]} + raw_response = MagicMock() + raw_response.json.return_value = leaky_body + raw_response.text = json.dumps(leaky_body) + raw_response.headers = {} + + with patch( + "litellm.llms.vertex_ai.gemini.vertex_and_google_ai_studio_gemini.GenerateContentResponseBody", + side_effect=KeyError("missing required field"), + ): + with pytest.raises(VertexAIError) as exc_info: + VertexGeminiConfig().transform_response( + model="gemini-pro", + raw_response=raw_response, + model_response=ModelResponse(), + logging_obj=MagicMock(), + request_data={}, + messages=[], + optional_params={}, + litellm_params={}, + encoding=None, + ) + + msg = str(exc_info.value) + assert "secret content" not in msg + assert "Error converting to valid response block" in msg From f8bb29aebfb4530a66120f55157f5dc144e136b9 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 17:43:17 -0700 Subject: [PATCH 18/80] =?UTF-8?q?bump:=20version=201.83.14=20=E2=86=92=201?= =?UTF-8?q?.84.0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index a15fa5a06a..657632d69e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "litellm" -version = "1.83.14" +version = "1.84.0" description = "Library to easily interface with LLM API providers" readme = "README.md" requires-python = ">=3.10, <3.14" @@ -236,7 +236,7 @@ source-exclude = [ profile = "black" [tool.commitizen] -version = "1.83.14" +version = "1.84.0" version_files = [ "pyproject.toml:^version", ] From b4d9006f92c14b6fa7161b286b303561211ce04d Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 17:43:36 -0700 Subject: [PATCH 19/80] uv lock --- uv.lock | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/uv.lock b/uv.lock index 53f032cfba..f837e2b5ef 100644 --- a/uv.lock +++ b/uv.lock @@ -9,7 +9,7 @@ resolution-markers = [ ] [options] -exclude-newer = "2026-04-23T02:32:27.506663Z" +exclude-newer = "0001-01-01T00:00:00Z" # This has no effect and is included for backwards compatibility when using relative exclude-newer values. exclude-newer-span = "P3D" [manifest] @@ -3085,7 +3085,7 @@ wheels = [ [[package]] name = "litellm" -version = "1.83.14" +version = "1.84.0" source = { editable = "." } dependencies = [ { name = "aiohttp" }, From fc49c181bca73d63d3b861d7fc2a46a834a3ba8e Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 01:41:24 +0000 Subject: [PATCH 20/80] feat(mcp): opt-in short-ID tool prefix to stay under 60-char tool name limit MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adds LITELLM_USE_SHORT_MCP_TOOL_PREFIX. When enabled, tool / prompt / resource / resource-template names emitted from MCP servers are prefixed with a deterministic three-character base62 ID derived from the server's server_id (SHA-256 → base62) instead of the (potentially long) alias / server_name. This keeps namespaced tool names well under the 60-character upper bound enforced by some model APIs while still letting us distinguish MCP-routed tools from local tools. Behavioural notes: - Default off — when the env var is unset, the long-prefix behaviour is unchanged. The plan is to flip the default in a future release and remove the gate after a deprecation window. - Prefix derivation is deterministic, so it is stable across processes, workers and restarts without any persistence layer. - Reverse-lookup is tolerant: _create_prefixed_tools registers every known prefix form (alias / server_name / server_id / short ID) in the routing map and _get_mcp_server_from_tool_name resolves any of them. Old clients holding cached long-prefixed names continue to route correctly even after the flag is enabled. - _get_allowed_mcp_servers_from_mcp_server_names accepts the short prefix in /mcp/{server_name}-style URLs. - The OpenAPI tool-listing path now filters by the active server prefix instead of server.name so spec-backed servers benefit too. Co-authored-by: Mateo Wang --- .../mcp_server/mcp_server_manager.py | 65 +++--- .../proxy/_experimental/mcp_server/server.py | 26 ++- .../proxy/_experimental/mcp_server/utils.py | 104 ++++++++- .../mcp_server/test_short_mcp_tool_prefix.py | 207 ++++++++++++++++++ 4 files changed, 362 insertions(+), 40 deletions(-) create mode 100644 tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index 251f271903..a2f0517f81 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -52,6 +52,7 @@ from litellm.proxy._experimental.mcp_server.utils import ( add_server_prefix_to_name, get_server_prefix, is_tool_name_prefixed, + iter_known_server_prefixes, merge_mcp_headers, normalize_server_name, split_server_prefix_from_name, @@ -1236,7 +1237,11 @@ class MCPServerManager: ## HANDLE OPENAPI TOOLS if server.spec_path: - _tools = global_mcp_tool_registry.list_tools(tool_prefix=server.name) + # OpenAPI tools were stored in the registry under the prefix + # active at registration time — fetch by that same prefix. + _tools = global_mcp_tool_registry.list_tools( + tool_prefix=get_server_prefix(server) + ) tools = global_mcp_tool_registry.convert_tools_to_mcp_sdk_tool_type( _tools ) @@ -1838,9 +1843,13 @@ class MCPServerManager: tool_copy.name = name_to_use prefixed_tools.append(tool_copy) - # Update tool to server mapping for resolution (support both forms) + # Register every known prefix form (alias, server_name, server_id, + # short ID) so call_tool can resolve regardless of which form a + # caller / cached client is using. self.tool_name_to_mcp_server_name_mapping[original_name] = prefix - self.tool_name_to_mcp_server_name_mapping[prefixed_name] = prefix + for known_prefix in iter_known_server_prefixes(server): + qualified = add_server_prefix_to_name(original_name, known_prefix) + self.tool_name_to_mcp_server_name_mapping[qualified] = prefix verbose_logger.info( f"Successfully fetched {len(prefixed_tools)} tools from server {server.name}" @@ -2601,37 +2610,43 @@ class MCPServerManager: Returns: MCPServer if found, None otherwise """ + registry_servers = list(self.get_registry().values()) + + # Build prefix → server lookup covering every known form a tool name + # may take (alias / server_name / server_id / short ID). This is what + # makes the short-prefix mode work without breaking historical names. + prefix_to_server: Dict[str, MCPServer] = {} + for server in registry_servers: + for known_prefix in iter_known_server_prefixes(server): + normalised = normalize_server_name(known_prefix) + prefix_to_server.setdefault(normalised, server) + # First try with the original tool name if tool_name in self.tool_name_to_mcp_server_name_mapping: server_name = self.tool_name_to_mcp_server_name_mapping[tool_name] - for server in self.get_registry().values(): - if normalize_server_name(server.name) == normalize_server_name( - server_name - ): + normalised_lookup = normalize_server_name(server_name) + if normalised_lookup in prefix_to_server: + return prefix_to_server[normalised_lookup] + for server in registry_servers: + if normalize_server_name(server.name) == normalised_lookup: return server - # If not found and tool name is prefixed, try extracting server name from prefix - known_prefixes = { - normalize_server_name(get_server_prefix(s)) - for s in self.get_registry().values() - if get_server_prefix(s) - } - if is_tool_name_prefixed(tool_name, known_server_prefixes=known_prefixes): + # If not found and tool name is prefixed, extract the prefix and + # match against any known form. + if is_tool_name_prefixed( + tool_name, known_server_prefixes=set(prefix_to_server.keys()) + ): ( original_tool_name, server_name_from_prefix, ) = split_server_prefix_from_name(tool_name) - if original_tool_name in self.tool_name_to_mcp_server_name_mapping: - for server in self.get_registry().values(): - if server.server_name is None: - if normalize_server_name(server.name) == normalize_server_name( - server_name_from_prefix - ): - return server - elif normalize_server_name( - server.server_name - ) == normalize_server_name(server_name_from_prefix): - return server + normalised_prefix = normalize_server_name(server_name_from_prefix) + server = prefix_to_server.get(normalised_prefix) + if server is not None and ( + original_tool_name in self.tool_name_to_mcp_server_name_mapping + or tool_name in self.tool_name_to_mcp_server_name_mapping + ): + return server return None diff --git a/litellm/proxy/_experimental/mcp_server/server.py b/litellm/proxy/_experimental/mcp_server/server.py index c2e998f01e..3924687a0b 100644 --- a/litellm/proxy/_experimental/mcp_server/server.py +++ b/litellm/proxy/_experimental/mcp_server/server.py @@ -49,6 +49,7 @@ from litellm.proxy._experimental.mcp_server.utils import ( LITELLM_MCP_SERVER_VERSION, add_server_prefix_to_name, get_server_prefix, + iter_known_server_prefixes, ) from litellm.proxy._types import UserAPIKeyAuth from litellm.proxy.auth.ip_address_utils import IPAddressUtils @@ -711,14 +712,13 @@ if MCP_AVAILABLE: for server in allowed_mcp_servers: if server: match_list = [ - s.lower() - for s in [ - server.alias, - server.server_name, - server.server_id, - ] - if s is not None + s.lower() for s in iter_known_server_prefixes(server) if s ] + # Always accept server_id even if it isn't part of the + # current prefix form (iter_known_server_prefixes only + # yields it when no other identifier exists). + if server.server_id: + match_list.append(server.server_id.lower()) if server_or_group.lower() in match_list: filtered_server[server.server_id] = server @@ -2031,11 +2031,13 @@ if MCP_AVAILABLE: # Remove prefix from tool name for logging and processing original_tool_name, server_name = split_server_prefix_from_name(name) - # If tool name is unprefixed, resolve its server so we can enforce permissions - if not server_name: - mcp_server = global_mcp_server_manager._get_mcp_server_from_tool_name(name) - if mcp_server: - server_name = mcp_server.name + # Resolve the actual MCP server up-front so the permission check uses + # the canonical server.name even when the tool name is prefixed with a + # short ID (LITELLM_USE_SHORT_MCP_TOOL_PREFIX) that doesn't match the + # server's display name directly. + mcp_server = global_mcp_server_manager._get_mcp_server_from_tool_name(name) + if mcp_server is not None: + server_name = mcp_server.name # Only enforce server-level permissions when we can resolve a server if server_name: diff --git a/litellm/proxy/_experimental/mcp_server/utils.py b/litellm/proxy/_experimental/mcp_server/utils.py index 146ba10bb7..42910cc790 100644 --- a/litellm/proxy/_experimental/mcp_server/utils.py +++ b/litellm/proxy/_experimental/mcp_server/utils.py @@ -2,10 +2,11 @@ MCP Server Utilities """ -from typing import Any, Dict, Mapping, Optional, Tuple +from typing import Any, Dict, Iterator, Mapping, Optional, Tuple -import os +import hashlib import importlib +import os # Constants LITELLM_MCP_SERVER_NAME = "litellm-mcp-server" @@ -14,6 +15,63 @@ LITELLM_MCP_SERVER_DESCRIPTION = "MCP Server for LiteLLM" MCP_TOOL_PREFIX_SEPARATOR = os.environ.get("MCP_TOOL_PREFIX_SEPARATOR", "-") MCP_TOOL_PREFIX_FORMAT = "{server_name}{separator}{tool_name}" +# --------------------------------------------------------------------------- +# Short-ID tool prefix (opt-in) +# --------------------------------------------------------------------------- +# When LITELLM_USE_SHORT_MCP_TOOL_PREFIX is truthy the prefix attached to MCP +# tool / prompt / resource / resource-template names switches from the +# (potentially long) human-readable server name to a deterministic three +# character base62 ID derived from the server's ``server_id``. +# +# Why three characters and base62 ([0-9A-Za-z])? +# * 62**3 = 238_328 distinct IDs — the chance of a real local tool name +# happening to begin with the exact prefix LiteLLM assigned to a given +# MCP server is negligible in practice. +# * The IDs are short enough that prefixed tool names stay well under the +# 60-character upper bound enforced by some model APIs (Anthropic etc.) +# even for long upstream tool names. +# * The mapping is deterministic (SHA-256 of ``server_id`` → first three +# base62 chars), which means the prefix is stable across processes, +# workers and restarts without any persistence layer. Two servers with +# different ``server_id`` values can in principle hash to the same +# three chars, but for the reverse-lookup path we register every known +# form of the prefix anyway, so a collision only affects the cosmetic +# emitted name, not routing correctness. +# +# This flag is intentionally opt-in for the first release so customers can +# migrate. It will become the default in a future release. +SHORT_MCP_TOOL_PREFIX_LENGTH = 3 +_BASE62_ALPHABET = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + + +def is_short_mcp_tool_prefix_enabled() -> bool: + """Return True when the short-ID tool prefix mode is enabled. + + Read at call time (not import time) so tests and runtime config changes + take effect without reimporting the module. + """ + raw = os.environ.get("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "") + return raw.strip().lower() in ("1", "true", "yes", "on") + + +def compute_short_server_prefix(server_id: str) -> str: + """Derive the deterministic three-character base62 prefix for a server. + + Uses SHA-256 of the server_id and folds the first eight bytes into a + base62 string. An empty server_id raises ValueError — short prefixes + require a stable identifier to be deterministic. + """ + if not server_id: + raise ValueError("compute_short_server_prefix requires a non-empty server_id") + + digest = hashlib.sha256(server_id.encode("utf-8")).digest() + value = int.from_bytes(digest[:8], "big") + chars = [] + for _ in range(SHORT_MCP_TOOL_PREFIX_LENGTH): + value, idx = divmod(value, len(_BASE62_ALPHABET)) + chars.append(_BASE62_ALPHABET[idx]) + return "".join(reversed(chars)) + def is_mcp_available() -> bool: """ @@ -82,7 +140,18 @@ def add_server_prefix_to_name(name: str, server_name: str) -> str: def get_server_prefix(server: Any) -> str: - """Return the prefix for a server: alias if present, else server_name, else server_id""" + """Return the prefix for a server. + + When the short-prefix mode is enabled (``LITELLM_USE_SHORT_MCP_TOOL_PREFIX``) + a deterministic three-character base62 ID derived from ``server_id`` is + returned. Otherwise we fall back to the historical behaviour: alias if + present, else server_name, else server_id. + """ + if is_short_mcp_tool_prefix_enabled(): + server_id = getattr(server, "server_id", None) + if server_id: + return compute_short_server_prefix(server_id) + if hasattr(server, "alias") and server.alias: return server.alias if hasattr(server, "server_name") and server.server_name: @@ -92,6 +161,35 @@ def get_server_prefix(server: Any) -> str: return "" +def iter_known_server_prefixes(server: Any) -> Iterator[str]: + """Yield every prefix form that may appear in tool names for ``server``. + + Always includes the *current* prefix returned by ``get_server_prefix``. + Additionally yields the historical (alias / server_name / server_id) and + short-ID forms so the routing layer can resolve tool names regardless of + which prefix mode was active when the client first observed them. + """ + seen = set() + + def _emit(value: Optional[str]) -> Iterator[str]: + if value and value not in seen: + seen.add(value) + yield value + + yield from _emit(get_server_prefix(server)) + + server_id = getattr(server, "server_id", None) + if server_id: + try: + yield from _emit(compute_short_server_prefix(server_id)) + except ValueError: + pass + + yield from _emit(getattr(server, "alias", None)) + yield from _emit(getattr(server, "server_name", None)) + yield from _emit(server_id) + + def split_server_prefix_from_name(prefixed_name: str) -> Tuple[str, str]: """Return the unprefixed name plus the server name used as prefix.""" if MCP_TOOL_PREFIX_SEPARATOR in prefixed_name: diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py new file mode 100644 index 0000000000..aef6546c81 --- /dev/null +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py @@ -0,0 +1,207 @@ +""" +Tests for the short-ID MCP tool prefix (LITELLM_USE_SHORT_MCP_TOOL_PREFIX). + +The short-prefix mode swaps the historical alias/server_name prefix on +tool names for a deterministic three-character base62 ID derived from the +server's ``server_id``. This keeps tool names well below the 60-char +upper bound enforced by some model APIs while remaining stable across +processes/restarts and tolerant of mixed-version clients. +""" + +from typing import List + +import pytest +from mcp.types import Tool as MCPTool + +from litellm.proxy._experimental.mcp_server.mcp_server_manager import MCPServerManager +from litellm.proxy._experimental.mcp_server.utils import ( + SHORT_MCP_TOOL_PREFIX_LENGTH, + add_server_prefix_to_name, + compute_short_server_prefix, + get_server_prefix, + is_short_mcp_tool_prefix_enabled, + iter_known_server_prefixes, +) +from litellm.types.mcp_server.mcp_server_manager import MCPServer + + +def _make_server( + *, + server_id: str = "abcdef-1234", + server_name: str = "github_onprem", + alias: str = "github_onprem", +) -> MCPServer: + return MCPServer( + server_id=server_id, + name=alias or server_name, + alias=alias, + server_name=server_name, + transport="http", + ) + + +@pytest.fixture(autouse=True) +def _reset_env(monkeypatch): + monkeypatch.delenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", raising=False) + yield + + +# --------------------------------------------------------------------------- +# Pure helpers +# --------------------------------------------------------------------------- + + +class TestShortPrefixHelpers: + def test_short_prefix_is_three_base62_chars(self): + prefix = compute_short_server_prefix("any-server-id") + assert len(prefix) == SHORT_MCP_TOOL_PREFIX_LENGTH + assert prefix.isalnum() and prefix.isascii() + + def test_short_prefix_is_deterministic(self): + assert compute_short_server_prefix("abc") == compute_short_server_prefix("abc") + assert compute_short_server_prefix("abc") != compute_short_server_prefix("abd") + + def test_short_prefix_requires_server_id(self): + with pytest.raises(ValueError): + compute_short_server_prefix("") + + def test_flag_defaults_to_false(self): + assert is_short_mcp_tool_prefix_enabled() is False + + @pytest.mark.parametrize("value", ["1", "true", "TRUE", "yes", "On"]) + def test_flag_truthy_values(self, monkeypatch, value): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", value) + assert is_short_mcp_tool_prefix_enabled() is True + + @pytest.mark.parametrize("value", ["0", "false", "no", "off", ""]) + def test_flag_falsey_values(self, monkeypatch, value): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", value) + assert is_short_mcp_tool_prefix_enabled() is False + + +# --------------------------------------------------------------------------- +# get_server_prefix behaviour +# --------------------------------------------------------------------------- + + +class TestGetServerPrefix: + def test_default_mode_uses_alias(self): + server = _make_server(alias="github_onprem", server_name="github_onprem") + assert get_server_prefix(server) == "github_onprem" + + def test_short_mode_uses_short_id(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + server = _make_server(server_id="abcdef-1234") + prefix = get_server_prefix(server) + assert prefix == compute_short_server_prefix("abcdef-1234") + assert len(prefix) == SHORT_MCP_TOOL_PREFIX_LENGTH + + def test_short_mode_falls_back_when_no_server_id(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + + class _Bare: + alias = "fallback_alias" + server_name = None + server_id = None + + assert get_server_prefix(_Bare()) == "fallback_alias" + + +# --------------------------------------------------------------------------- +# iter_known_server_prefixes — covers reverse-lookup tolerance +# --------------------------------------------------------------------------- + + +class TestIterKnownServerPrefixes: + def test_default_mode_includes_short_id_too(self): + server = _make_server() + prefixes = list(iter_known_server_prefixes(server)) + # Contains the live prefix and every known form so that mixed-mode + # clients can be resolved. + assert "github_onprem" in prefixes + assert compute_short_server_prefix(server.server_id) in prefixes + + def test_short_mode_still_yields_long_forms(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + server = _make_server() + prefixes = list(iter_known_server_prefixes(server)) + assert "github_onprem" in prefixes + assert compute_short_server_prefix(server.server_id) in prefixes + + +# --------------------------------------------------------------------------- +# Manager-level behaviour: list + reverse-lookup +# --------------------------------------------------------------------------- + + +def _stub_tools() -> List[MCPTool]: + return [ + MCPTool(name="get_repo", description="", inputSchema={"type": "object"}), + MCPTool(name="list_issues", description="", inputSchema={"type": "object"}), + ] + + +class TestManagerShortPrefix: + def test_list_tools_uses_short_prefix_when_flag_on(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + manager = MCPServerManager() + server = _make_server() + + out = manager._create_prefixed_tools(_stub_tools(), server) + + short = compute_short_server_prefix(server.server_id) + assert {t.name for t in out} == {f"{short}-get_repo", f"{short}-list_issues"} + + def test_call_tool_lookup_resolves_short_prefix(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + manager = MCPServerManager() + server = _make_server() + manager.registry[server.server_id] = server + manager._create_prefixed_tools(_stub_tools(), server) + + short = compute_short_server_prefix(server.server_id) + resolved = manager._get_mcp_server_from_tool_name(f"{short}-get_repo") + assert resolved is server + + def test_call_tool_lookup_resolves_long_prefix_in_short_mode(self, monkeypatch): + """Old clients that cached the long-prefix name must still route.""" + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + manager = MCPServerManager() + server = _make_server() + manager.registry[server.server_id] = server + manager._create_prefixed_tools(_stub_tools(), server) + + resolved = manager._get_mcp_server_from_tool_name("github_onprem-get_repo") + assert resolved is server + + def test_default_mode_unchanged(self): + manager = MCPServerManager() + server = _make_server() + + out = manager._create_prefixed_tools(_stub_tools(), server) + + assert {t.name for t in out} == { + "github_onprem-get_repo", + "github_onprem-list_issues", + } + assert ( + manager._get_mcp_server_from_tool_name("github_onprem-get_repo") is None + ) # registry empty + manager.registry[server.server_id] = server + assert ( + manager._get_mcp_server_from_tool_name("github_onprem-get_repo") is server + ) + + def test_total_tool_name_length_short_enough(self, monkeypatch): + """The short prefix keeps tool names under the 60-char limit even + when the upstream tool name is itself reasonably long.""" + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + long_server_name = "a" * 50 + server = _make_server( + server_id="server-id-1", + server_name=long_server_name, + alias=long_server_name, + ) + prefix = get_server_prefix(server) + full = add_server_prefix_to_name("get_repo", prefix) + assert len(full) < 60 From 1da1eb661b3aafd39d8705da66c915d330a258b8 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 19:33:18 -0700 Subject: [PATCH 21/80] ci(release): accept PEP 440 tag forms in create-release workflow The tag validator required a leading `v`, so dispatching create-release with `1.84.0` (or `1.84.0rc1`, `1.84.0.dev42`, `1.84.0.post1`) failed even though those are the new naming convention. Make the leading `v` optional in both create-release.yml and create-release-branch.yml so both legacy (`v1.83.10-stable`, `v1.83.14.rc.1`, `v1.82.3.dev.9`, `v1.82.3-stable.patch.4`, `v1.83.13-nightly`) and new PEP 440 forms are accepted during the transition. Refresh the input descriptions to show the new examples. --- .github/workflows/create-release-branch.yml | 8 ++++---- .github/workflows/create-release.yml | 6 +++--- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.github/workflows/create-release-branch.yml b/.github/workflows/create-release-branch.yml index 13b76c94df..ec2651306f 100644 --- a/.github/workflows/create-release-branch.yml +++ b/.github/workflows/create-release-branch.yml @@ -4,7 +4,7 @@ on: workflow_dispatch: inputs: tag: - description: "Release tag (e.g. v1.83.0-stable) — branch will be named release/" + description: "Release tag (e.g. 1.84.0, 1.84.0rc1, 1.84.0.dev42, 1.84.0.post1; legacy v1.83.10-stable still accepted) — branch will be named release/" required: true type: string commit_hash: @@ -14,7 +14,7 @@ on: workflow_call: inputs: tag: - description: "Release tag" + description: "Release tag (e.g. 1.84.0, 1.84.0rc1, 1.84.0.dev42, 1.84.0.post1; legacy v1.83.10-stable still accepted)" required: true type: string commit_hash: @@ -40,8 +40,8 @@ jobs: echo "::error::commit_hash must be a full 40-character commit SHA" exit 1 fi - if ! echo "${TAG}" | grep -qE '^v[0-9]+\.[0-9]+\.[0-9]+'; then - echo "::error::tag must start with vX.Y.Z" + if ! echo "${TAG}" | grep -qE '^v?[0-9]+\.[0-9]+\.[0-9]+'; then + echo "::error::tag must start with X.Y.Z (optional leading v), e.g. 1.84.0, 1.84.0rc1, 1.84.0.dev42, or v1.83.10-stable" exit 1 fi diff --git a/.github/workflows/create-release.yml b/.github/workflows/create-release.yml index 68ab397d82..c0aec1687e 100644 --- a/.github/workflows/create-release.yml +++ b/.github/workflows/create-release.yml @@ -4,7 +4,7 @@ on: workflow_dispatch: inputs: tag: - description: "Release tag (e.g. v1.83.0-stable)" + description: "Release tag (e.g. 1.84.0, 1.84.0rc1, 1.84.0.dev42, 1.84.0.post1; legacy v1.83.10-stable still accepted)" required: true type: string commit_hash: @@ -30,8 +30,8 @@ jobs: echo "::error::commit_hash must be a full 40-character commit SHA" exit 1 fi - if ! echo "${TAG}" | grep -qE '^v[0-9]+\.[0-9]+\.[0-9]+'; then - echo "::error::tag must start with vX.Y.Z" + if ! echo "${TAG}" | grep -qE '^v?[0-9]+\.[0-9]+\.[0-9]+'; then + echo "::error::tag must start with X.Y.Z (optional leading v), e.g. 1.84.0, 1.84.0rc1, 1.84.0.dev42, or v1.83.10-stable" exit 1 fi From 3a5980804c2aef672ef1f324e101e2c6694285f7 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 19:38:13 -0700 Subject: [PATCH 22/80] ci(release): mark rc / dev / nightly tags as GitHub pre-releases `prerelease: false` was hardcoded, so dispatching create-release with `1.84.0rc1`, `1.84.0.dev42`, or legacy `v1.83.13-nightly` would publish them as stable releases on the GitHub Releases page. Derive the flag from the tag instead. The detector matches `rc`, `.dev`, `nightly`, `alpha`, `beta`. PEP 440 post-releases (`1.84.0.post1`) and legacy `-stable[.patch.N]` are stable maintenance releases per PEP 440, so they intentionally do not match. --- .github/workflows/create-release.yml | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/.github/workflows/create-release.yml b/.github/workflows/create-release.yml index c0aec1687e..39d078267f 100644 --- a/.github/workflows/create-release.yml +++ b/.github/workflows/create-release.yml @@ -45,6 +45,11 @@ jobs: const tag = process.env.TAG; const commitHash = process.env.COMMIT_HASH; + // Mark RC / dev / nightly / alpha / beta tags as GitHub pre-releases. + // PEP 440 post-releases (e.g. `1.84.0.post1`) and legacy `-stable[.patch.N]` + // are stable maintenance releases, not pre-releases. + const isPrerelease = /(?:rc|nightly|alpha|beta|\.dev)/i.test(tag); + const cosignSection = [ `## Verify Docker Image Signature`, ``, @@ -89,7 +94,7 @@ jobs: target_commitish: commitHash, name: tag, owner: context.repo.owner, - prerelease: false, + prerelease: isPrerelease, repo: context.repo.repo, tag_name: tag, }); From 4e827446d263a228eda7ce8365196574b162322a Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 28 Apr 2026 19:58:56 -0700 Subject: [PATCH 23/80] fix: type error --- .../proxy/_experimental/mcp_server/mcp_server_manager.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index a2f0517f81..8e473c1cb2 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -2641,12 +2641,12 @@ class MCPServerManager: server_name_from_prefix, ) = split_server_prefix_from_name(tool_name) normalised_prefix = normalize_server_name(server_name_from_prefix) - server = prefix_to_server.get(normalised_prefix) - if server is not None and ( + matched_server = prefix_to_server.get(normalised_prefix) + if matched_server is not None and ( original_tool_name in self.tool_name_to_mcp_server_name_mapping or tool_name in self.tool_name_to_mcp_server_name_mapping ): - return server + return matched_server return None From cf74f55b7983e6e0fc58c96d9077803afb37c6ae Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 08:34:31 +0530 Subject: [PATCH 24/80] Fix extra body error --- .../llms/azure_ai/vector_stores/transformation.py | 2 +- litellm/llms/base_llm/vector_store/transformation.py | 6 +++--- litellm/llms/bedrock/vector_stores/transformation.py | 2 +- litellm/llms/custom_httpx/llm_http_handler.py | 6 +++--- litellm/llms/gemini/vector_stores/transformation.py | 2 +- litellm/llms/milvus/vector_stores/transformation.py | 2 +- litellm/llms/openai/vector_stores/transformation.py | 2 +- .../llms/pg_vector/vector_stores/transformation.py | 4 ++-- litellm/llms/ragflow/vector_stores/transformation.py | 2 +- .../llms/s3_vectors/vector_stores/transformation.py | 4 ++-- .../vector_stores/rag_api/transformation.py | 2 +- .../vector_stores/search_api/transformation.py | 2 +- .../test_bedrock_knowledgebase_hook.py | 1 + .../test_bedrock_vector_store_transformation.py | 12 ++++++------ .../vector_stores/test_s3_vectors_transformation.py | 2 +- .../vector_store_tests/test_ragflow_vector_store.py | 1 + 16 files changed, 27 insertions(+), 25 deletions(-) diff --git a/litellm/llms/azure_ai/vector_stores/transformation.py b/litellm/llms/azure_ai/vector_stores/transformation.py index d2c8206ca9..d1b93c9e7a 100644 --- a/litellm/llms/azure_ai/vector_stores/transformation.py +++ b/litellm/llms/azure_ai/vector_stores/transformation.py @@ -92,10 +92,10 @@ class AzureAIVectorStoreConfig(BaseVectorStoreConfig, BaseAzureLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict[str, Any]]: """ Transform search request for Azure AI Search API diff --git a/litellm/llms/base_llm/vector_store/transformation.py b/litellm/llms/base_llm/vector_store/transformation.py index 49d2f72db7..85a9c83826 100644 --- a/litellm/llms/base_llm/vector_store/transformation.py +++ b/litellm/llms/base_llm/vector_store/transformation.py @@ -56,10 +56,10 @@ class BaseVectorStoreConfig: vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: pass @@ -68,10 +68,10 @@ class BaseVectorStoreConfig: vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: """ Optional async version of transform_search_vector_store_request. @@ -83,10 +83,10 @@ class BaseVectorStoreConfig: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, - extra_body=extra_body, api_base=api_base, litellm_logging_obj=litellm_logging_obj, litellm_params=litellm_params, + extra_body=extra_body, ) @abstractmethod diff --git a/litellm/llms/bedrock/vector_stores/transformation.py b/litellm/llms/bedrock/vector_stores/transformation.py index 4e81fa4e66..f028503c6a 100644 --- a/litellm/llms/bedrock/vector_stores/transformation.py +++ b/litellm/llms/bedrock/vector_stores/transformation.py @@ -201,10 +201,10 @@ class BedrockVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: if isinstance(query, list): query = " ".join(query) diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py index 99f748c0c1..d8515d2c4d 100644 --- a/litellm/llms/custom_httpx/llm_http_handler.py +++ b/litellm/llms/custom_httpx/llm_http_handler.py @@ -8582,10 +8582,10 @@ class BaseLLMHTTPHandler: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, - extra_body=extra_body, api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=dict(litellm_params), + extra_body=extra_body, ) else: ( @@ -8595,10 +8595,10 @@ class BaseLLMHTTPHandler: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, - extra_body=extra_body, api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=dict(litellm_params), + extra_body=extra_body, ) all_optional_params: Dict[str, Any] = dict(litellm_params) all_optional_params.update(vector_store_search_optional_params or {}) @@ -8696,10 +8696,10 @@ class BaseLLMHTTPHandler: vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, - extra_body=extra_body, api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=dict(litellm_params), + extra_body=extra_body, ) all_optional_params: Dict[str, Any] = dict(litellm_params) diff --git a/litellm/llms/gemini/vector_stores/transformation.py b/litellm/llms/gemini/vector_stores/transformation.py index b6cace066c..35d83bd2ad 100644 --- a/litellm/llms/gemini/vector_stores/transformation.py +++ b/litellm/llms/gemini/vector_stores/transformation.py @@ -115,10 +115,10 @@ class GeminiVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: """ Transform search request to Gemini's generateContent format. diff --git a/litellm/llms/milvus/vector_stores/transformation.py b/litellm/llms/milvus/vector_stores/transformation.py index 8c08b78338..af78cd8dbd 100644 --- a/litellm/llms/milvus/vector_stores/transformation.py +++ b/litellm/llms/milvus/vector_stores/transformation.py @@ -127,10 +127,10 @@ class MilvusVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict[str, Any]]: """ Transform search request for Azure AI Search API diff --git a/litellm/llms/openai/vector_stores/transformation.py b/litellm/llms/openai/vector_stores/transformation.py index b6eae390d9..2c11d13748 100644 --- a/litellm/llms/openai/vector_stores/transformation.py +++ b/litellm/llms/openai/vector_stores/transformation.py @@ -103,10 +103,10 @@ class OpenAIVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: url = f"{api_base}/{vector_store_id}/search" typed_request_body = VectorStoreSearchRequest( diff --git a/litellm/llms/pg_vector/vector_stores/transformation.py b/litellm/llms/pg_vector/vector_stores/transformation.py index 8261036cae..7b22edd867 100644 --- a/litellm/llms/pg_vector/vector_stores/transformation.py +++ b/litellm/llms/pg_vector/vector_stores/transformation.py @@ -77,19 +77,19 @@ class PGVectorStoreConfig(OpenAIVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: url = f"{api_base}/{vector_store_id}/search" _, request_body = super().transform_search_vector_store_request( vector_store_id=vector_store_id, query=query, vector_store_search_optional_params=vector_store_search_optional_params, - extra_body=extra_body, api_base=api_base, litellm_logging_obj=litellm_logging_obj, litellm_params=litellm_params, + extra_body=extra_body, ) return url, request_body diff --git a/litellm/llms/ragflow/vector_stores/transformation.py b/litellm/llms/ragflow/vector_stores/transformation.py index ae28222c3c..3238d3e9c1 100644 --- a/litellm/llms/ragflow/vector_stores/transformation.py +++ b/litellm/llms/ragflow/vector_stores/transformation.py @@ -99,10 +99,10 @@ class RAGFlowVectorStoreConfig(BaseVectorStoreConfig): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: """RAGFlow vector stores are management-only, search is not supported.""" raise NotImplementedError( diff --git a/litellm/llms/s3_vectors/vector_stores/transformation.py b/litellm/llms/s3_vectors/vector_stores/transformation.py index 0cf8635887..8270e99d45 100644 --- a/litellm/llms/s3_vectors/vector_stores/transformation.py +++ b/litellm/llms/s3_vectors/vector_stores/transformation.py @@ -76,10 +76,10 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: """Sync version - generates embedding synchronously.""" # For S3 Vectors, vector_store_id should be in format: bucket_name:index_name @@ -138,10 +138,10 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict]: """Async version - generates embedding asynchronously.""" # For S3 Vectors, vector_store_id should be in format: bucket_name:index_name diff --git a/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py b/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py index b3fcf4b394..d31e1f6c8f 100644 --- a/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py +++ b/litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py @@ -97,10 +97,10 @@ class VertexVectorStoreConfig(BaseVectorStoreConfig, VertexBase): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict[str, Any]]: """ Transform search request for Vertex AI RAG API diff --git a/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py b/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py index 47dac8dca3..6cb7a86bea 100644 --- a/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py +++ b/litellm/llms/vertex_ai/vector_stores/search_api/transformation.py @@ -104,10 +104,10 @@ class VertexSearchAPIVectorStoreConfig(BaseVectorStoreConfig, VertexBase): vector_store_id: str, query: Union[str, List[str]], vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams, - extra_body: Optional[Dict[str, Any]], api_base: str, litellm_logging_obj: LiteLLMLoggingObj, litellm_params: dict, + extra_body: Optional[Dict[str, Any]] = None, ) -> Tuple[str, Dict[str, Any]]: """ Transform search request for Vertex AI RAG API diff --git a/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py b/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py index abe96b2ea2..3e8d59b299 100644 --- a/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py +++ b/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py @@ -354,6 +354,7 @@ async def test_bedrock_kb_request_body_has_transformed_filters( api_base=api_base, litellm_logging_obj=logging_obj, litellm_params=litellm_params_dict, + extra_body=None, ) ) captured_request_body["url"] = url diff --git a/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py b/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py index c211a3536e..d60d0487d0 100644 --- a/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py +++ b/tests/test_litellm/llms/bedrock/vector_stores/test_bedrock_vector_store_transformation.py @@ -18,10 +18,10 @@ def test_transform_search_request(): vector_store_id="kb123", query="hello", vector_store_search_optional_params={}, - extra_body=None, api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", litellm_logging_obj=mock_log, litellm_params={}, + extra_body=None, ) assert url.endswith("/kb123/retrieve") @@ -37,6 +37,9 @@ def test_transform_search_request_uses_only_retrieval_config_from_extra_body(): vector_store_id="kb123", query="hello", vector_store_search_optional_params={}, + api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", + litellm_logging_obj=mock_log, + litellm_params={}, extra_body={ "retrievalConfiguration": { "vectorSearchConfiguration": { @@ -46,9 +49,6 @@ def test_transform_search_request_uses_only_retrieval_config_from_extra_body(): }, "unrelatedField": {"should_not": "be_forwarded"}, }, - api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", - litellm_logging_obj=mock_log, - litellm_params={}, ) assert url.endswith("/kb123/retrieve") @@ -79,10 +79,10 @@ def test_transform_search_request_does_not_mutate_extra_body_and_overrides_numbe vector_store_id="kb123", query="hello", vector_store_search_optional_params={"max_num_results": 10}, - extra_body=extra_body, api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", litellm_logging_obj=mock_log, litellm_params={}, + extra_body=extra_body, ) assert ( @@ -114,10 +114,10 @@ def test_transform_search_request_overrides_filter_without_mutating_extra_body() vector_store_id="kb123", query="hello", vector_store_search_optional_params={"filters": new_filter}, - extra_body=extra_body, api_base="https://bedrock-agent-runtime.us-west-2.amazonaws.com/knowledgebases", litellm_logging_obj=mock_log, litellm_params={}, + extra_body=extra_body, ) assert ( diff --git a/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py b/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py index 9507ff401a..7085e45cdc 100644 --- a/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py +++ b/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py @@ -56,10 +56,10 @@ class TestS3VectorsVectorStoreConfig: vector_store_id="invalid-format", query="test query", vector_store_search_optional_params={}, - extra_body=None, api_base="https://s3vectors.us-west-2.api.aws", litellm_logging_obj=mock_logging_obj, litellm_params={}, + extra_body=None, ) def test_transform_search_response(self): diff --git a/tests/vector_store_tests/test_ragflow_vector_store.py b/tests/vector_store_tests/test_ragflow_vector_store.py index 4ca3823312..cb4cfd75c1 100644 --- a/tests/vector_store_tests/test_ragflow_vector_store.py +++ b/tests/vector_store_tests/test_ragflow_vector_store.py @@ -267,6 +267,7 @@ class TestRAGFlowVectorStore(BaseVectorStoreTest): api_base="http://localhost:9380", litellm_logging_obj=logging_obj, litellm_params={}, + extra_body=None, ) def test_transform_search_vector_store_response_not_implemented(self): From 4ae2996f08398bc4fd35c5e940fd94ec8fa0bbe6 Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Tue, 28 Apr 2026 20:10:42 -0700 Subject: [PATCH 25/80] Add gpt-image-2 support (#26644) (#26705) * Add gpt-image-2 support * Address gpt-image-2 PR feedback Co-authored-by: Emerson Gomes --- .../get_llm_provider_logic.py | 1 + .../litellm_core_utils/llm_cost_calc/utils.py | 8 +- .../llms/azure/image_generation/__init__.py | 2 +- .../image_generation/gpt_transformation.py | 2 +- .../image_generation/cost_calculator.py | 6 +- .../image_generation/gpt_transformation.py | 2 +- ...odel_prices_and_context_window_backup.json | 64 +++++++++++++++ litellm/utils.py | 1 + model_prices_and_context_window.json | 64 +++++++++++++++ .../test_gpt_image_cost_calculator.py | 80 ++++++++++++++++++- tests/test_litellm/test_utils.py | 79 ++++++++++++++++++ 11 files changed, 298 insertions(+), 11 deletions(-) diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py index 95bcd4d718..4ff077efe7 100644 --- a/litellm/litellm_core_utils/get_llm_provider_logic.py +++ b/litellm/litellm_core_utils/get_llm_provider_logic.py @@ -348,6 +348,7 @@ def get_llm_provider( # noqa: PLR0915 or "ft:gpt-3.5-turbo" in model or "ft:gpt-4" in model # catches ft:gpt-4-0613, ft:gpt-4o or model in litellm.openai_image_generation_models + or model.startswith("gpt-image") or model in litellm.openai_video_generation_models ): custom_llm_provider = "openai" diff --git a/litellm/litellm_core_utils/llm_cost_calc/utils.py b/litellm/litellm_core_utils/llm_cost_calc/utils.py index 888999504f..59d0465e6d 100644 --- a/litellm/litellm_core_utils/llm_cost_calc/utils.py +++ b/litellm/litellm_core_utils/llm_cost_calc/utils.py @@ -982,9 +982,9 @@ class CostCalculatorUtils: image_response=completion_response, ) elif custom_llm_provider == litellm.LlmProviders.OPENAI.value: - # Check if this is a gpt-image model (token-based pricing) + # gpt-image models use token-based pricing. model_lower = model.lower() - if "gpt-image-1" in model_lower: + if "gpt-image" in model_lower: from litellm.llms.openai.image_generation.cost_calculator import ( cost_calculator as openai_gpt_image_cost_calculator, ) @@ -1004,9 +1004,9 @@ class CostCalculatorUtils: optional_params=optional_params, ) elif custom_llm_provider == litellm.LlmProviders.AZURE.value: - # Check if this is a gpt-image model (token-based pricing) + # gpt-image models use token-based pricing. model_lower = model.lower() - if "gpt-image-1" in model_lower: + if "gpt-image" in model_lower: from litellm.llms.openai.image_generation.cost_calculator import ( cost_calculator as openai_gpt_image_cost_calculator, ) diff --git a/litellm/llms/azure/image_generation/__init__.py b/litellm/llms/azure/image_generation/__init__.py index fcdf49f291..a9cf151464 100644 --- a/litellm/llms/azure/image_generation/__init__.py +++ b/litellm/llms/azure/image_generation/__init__.py @@ -24,6 +24,6 @@ def get_azure_image_generation_config(model: str) -> BaseImageGenerationConfig: return AzureDallE3ImageGenerationConfig() else: verbose_logger.debug( - f"Using AzureGPTImageGenerationConfig for model: {model}. This follows the gpt-image-1 model format." + f"Using AzureGPTImageGenerationConfig for model: {model}. This follows the gpt-image model format." ) return AzureGPTImageGenerationConfig() diff --git a/litellm/llms/azure/image_generation/gpt_transformation.py b/litellm/llms/azure/image_generation/gpt_transformation.py index 1f5f65f693..2d46592e3f 100644 --- a/litellm/llms/azure/image_generation/gpt_transformation.py +++ b/litellm/llms/azure/image_generation/gpt_transformation.py @@ -3,7 +3,7 @@ from litellm.llms.openai.image_generation import GPTImageGenerationConfig class AzureGPTImageGenerationConfig(GPTImageGenerationConfig): """ - Azure gpt-image-1 image generation config + Azure gpt-image image generation config """ pass diff --git a/litellm/llms/openai/image_generation/cost_calculator.py b/litellm/llms/openai/image_generation/cost_calculator.py index 8bca75172f..d009a085fa 100644 --- a/litellm/llms/openai/image_generation/cost_calculator.py +++ b/litellm/llms/openai/image_generation/cost_calculator.py @@ -1,5 +1,5 @@ """ -Cost calculator for OpenAI image generation models (gpt-image-1, gpt-image-1-mini) +Cost calculator for OpenAI image generation models (gpt-image family) These models use token-based pricing instead of pixel-based pricing like DALL-E. """ @@ -17,13 +17,13 @@ def cost_calculator( custom_llm_provider: Optional[str] = None, ) -> float: """ - Calculate cost for OpenAI gpt-image-1 and gpt-image-1-mini models. + Calculate cost for OpenAI gpt-image models. Uses the same usage format as Responses API, so we reuse the helper to transform to chat completion format and use generic_cost_per_token. Args: - model: The model name (e.g., "gpt-image-1", "gpt-image-1-mini") + model: The model name (e.g., "gpt-image-1", "gpt-image-2") image_response: The ImageResponse containing usage data custom_llm_provider: Optional provider name diff --git a/litellm/llms/openai/image_generation/gpt_transformation.py b/litellm/llms/openai/image_generation/gpt_transformation.py index c106d7f17b..68f799e574 100644 --- a/litellm/llms/openai/image_generation/gpt_transformation.py +++ b/litellm/llms/openai/image_generation/gpt_transformation.py @@ -15,7 +15,7 @@ if TYPE_CHECKING: class GPTImageGenerationConfig(BaseImageGenerationConfig): """ - OpenAI gpt-image-1 image generation config + OpenAI gpt-image image generation config """ def get_supported_openai_params( diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 8511d785fb..e4268fac81 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -5103,6 +5103,38 @@ "/v1/images/edits" ] }, + "azure/gpt-image-2": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "input_cost_per_image_token": 8e-06, + "litellm_provider": "azure", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, + "azure/gpt-image-2-2026-04-21": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "input_cost_per_image_token": 8e-06, + "litellm_provider": "azure", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, "azure/low/1024-x-1024/gpt-image-1-mini": { "input_cost_per_pixel": 2.0751953125e-09, "litellm_provider": "azure", @@ -19083,6 +19115,38 @@ "supports_vision": true, "supports_pdf_input": true }, + "gpt-image-2": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "input_cost_per_image_token": 8e-06, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, + "gpt-image-2-2026-04-21": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "input_cost_per_image_token": 8e-06, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, "low/1024-x-1024/gpt-image-1.5": { "input_cost_per_image": 0.009, "litellm_provider": "openai", diff --git a/litellm/utils.py b/litellm/utils.py index e63bf402bf..027c9fedce 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -6526,6 +6526,7 @@ def validate_environment( # noqa: PLR0915 or model in litellm.open_ai_text_completion_models or model in litellm.open_ai_embedding_models or model in litellm.openai_image_generation_models + or model.startswith("gpt-image") ): if "OPENAI_API_KEY" in os.environ: keys_in_environment = True diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 114883f530..ca7d323ad6 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -5117,6 +5117,38 @@ "/v1/images/edits" ] }, + "azure/gpt-image-2": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "input_cost_per_image_token": 8e-06, + "litellm_provider": "azure", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, + "azure/gpt-image-2-2026-04-21": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "input_cost_per_image_token": 8e-06, + "litellm_provider": "azure", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, "azure/low/1024-x-1024/gpt-image-1-mini": { "input_cost_per_pixel": 2.0751953125e-09, "litellm_provider": "azure", @@ -19097,6 +19129,38 @@ "supports_vision": true, "supports_pdf_input": true }, + "gpt-image-2": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "input_cost_per_image_token": 8e-06, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, + "gpt-image-2-2026-04-21": { + "cache_read_input_image_token_cost": 2e-06, + "cache_read_input_token_cost": 1.25e-06, + "input_cost_per_token": 5e-06, + "litellm_provider": "openai", + "mode": "image_generation", + "output_cost_per_token": 1e-05, + "input_cost_per_image_token": 8e-06, + "output_cost_per_image_token": 3e-05, + "supported_endpoints": [ + "/v1/images/generations", + "/v1/images/edits" + ], + "supports_vision": true, + "supports_pdf_input": true + }, "low/1024-x-1024/gpt-image-1.5": { "input_cost_per_image": 0.009, "litellm_provider": "openai", diff --git a/tests/test_litellm/test_gpt_image_cost_calculator.py b/tests/test_litellm/test_gpt_image_cost_calculator.py index 620c073498..6644b1389c 100644 --- a/tests/test_litellm/test_gpt_image_cost_calculator.py +++ b/tests/test_litellm/test_gpt_image_cost_calculator.py @@ -29,8 +29,21 @@ from litellm.types.utils import ( ) +@pytest.fixture(autouse=True) +def _use_local_model_cost_map(monkeypatch): + original_model_cost = litellm.model_cost + monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True") + litellm.model_cost = litellm.get_model_cost_map(url="") + litellm.get_model_info.cache_clear() + try: + yield + finally: + litellm.model_cost = original_model_cost + litellm.get_model_info.cache_clear() + + class TestGPTImageCostCalculator: - """Test the OpenAI gpt-image-1 cost calculator""" + """Test the OpenAI gpt-image cost calculator""" def test_gpt_image_1_cost_with_text_only(self): """Test cost calculation with only text input tokens""" @@ -149,6 +162,44 @@ class TestGPTImageCostCalculator: assert cost == 0.0 + def test_gpt_image_2_cost_with_text_and_image_tokens(self): + """Test cost calculation for gpt-image-2 token pricing""" + from litellm.llms.openai.image_generation.cost_calculator import cost_calculator + + usage = Usage( + prompt_tokens=600, + completion_tokens=5000, + total_tokens=5600, + prompt_tokens_details=PromptTokensDetailsWrapper( + text_tokens=100, + image_tokens=500, + ), + completion_tokens_details=CompletionTokensDetailsWrapper( + text_tokens=1000, + image_tokens=4000, + ), + ) + + image_response = ImageResponse( + created=1234567890, + data=[ImageObject(url="http://example.com/image.jpg")], + ) + image_response.usage = usage + + cost = cost_calculator( + model="gpt-image-2", + image_response=image_response, + custom_llm_provider="openai", + ) + + # GPT Image 2 pricing: + # Text input: 100 * $5/1M = 0.0005 + # Image input: 500 * $8/1M = 0.004 + # Text output: 1000 * $10/1M = 0.01 + # Image output: 4000 * $30/1M = 0.12 + expected_cost = 0.0005 + 0.004 + 0.01 + 0.12 + assert abs(cost - expected_cost) < 1e-6, f"Expected {expected_cost}, got {cost}" + class TestGPTImageCostRouting: """Test that gpt-image models are properly routed to the token-based calculator""" @@ -182,6 +233,33 @@ class TestGPTImageCostRouting: expected_cost = 0.0005 + 0.2 assert abs(cost - expected_cost) < 1e-6, f"Expected {expected_cost}, got {cost}" + def test_openai_gpt_image_2_routes_to_token_calculator(self): + """Test that OpenAI gpt-image-2 routes to token-based calculator""" + from litellm.litellm_core_utils.llm_cost_calc.utils import CostCalculatorUtils + + usage = Usage( + prompt_tokens=100, + completion_tokens=5000, + total_tokens=5100, + prompt_tokens_details=PromptTokensDetailsWrapper(text_tokens=100), + completion_tokens_details=CompletionTokensDetailsWrapper(image_tokens=5000), + ) + + image_response = ImageResponse( + created=1234567890, + data=[ImageObject(url="http://example.com/image.jpg")], + ) + image_response.usage = usage + + cost = CostCalculatorUtils.route_image_generation_cost_calculator( + model="gpt-image-2", + completion_response=image_response, + custom_llm_provider="openai", + ) + + expected_cost = 0.0005 + 0.15 + assert abs(cost - expected_cost) < 1e-6, f"Expected {expected_cost}, got {cost}" + def test_openai_dalle_routes_to_pixel_calculator(self): """Test that OpenAI DALL-E still routes to pixel-based calculator""" from litellm.litellm_core_utils.llm_cost_calc.utils import CostCalculatorUtils diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py index b8a4220c67..f28fe3ed25 100644 --- a/tests/test_litellm/test_utils.py +++ b/tests/test_litellm/test_utils.py @@ -32,6 +32,19 @@ from litellm.utils import ( # Adds the parent directory to the system path +@pytest.fixture +def local_model_cost_map(monkeypatch): + original_model_cost = litellm.model_cost + monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True") + litellm.model_cost = litellm.get_model_cost_map(url="") + litellm.get_model_info.cache_clear() + try: + yield + finally: + litellm.model_cost = original_model_cost + litellm.get_model_info.cache_clear() + + def test_check_provider_match_azure_ai_allows_openai_and_azure(): """ Test that azure_ai provider can match openai and azure models. @@ -198,6 +211,72 @@ def test_get_optional_params_image_gen_filters_empty_values(): assert optional_params == {} +def test_gpt_image_provider_detection_covers_existing_family(): + for image_model in ("gpt-image-1", "gpt-image-1-mini", "gpt-image-1.5"): + model, custom_llm_provider, _, _ = litellm.get_llm_provider(model=image_model) + + assert model == image_model + assert custom_llm_provider == "openai" + + +def test_gpt_image_2_provider_and_model_info(local_model_cost_map): + + model, custom_llm_provider, _, _ = litellm.get_llm_provider(model="gpt-image-2") + + assert model == "gpt-image-2" + assert custom_llm_provider == "openai" + + model_info = litellm.get_model_info(model="gpt-image-2") + assert model_info["litellm_provider"] == "openai" + assert model_info["mode"] == "image_generation" + assert model_info["input_cost_per_token"] == 5e-06 + assert model_info["input_cost_per_image_token"] == 8e-06 + assert model_info["output_cost_per_token"] == 1e-05 + assert model_info["output_cost_per_image_token"] == 3e-05 + assert ( + "/v1/images/generations" + in litellm.model_cost["gpt-image-2"]["supported_endpoints"] + ) + assert ( + "/v1/images/edits" in litellm.model_cost["gpt-image-2"]["supported_endpoints"] + ) + assert model_info["supports_vision"] is True + assert model_info["supports_pdf_input"] is True + + +def test_gpt_image_2_snapshot_model_info(local_model_cost_map): + model, custom_llm_provider, _, _ = litellm.get_llm_provider( + model="gpt-image-2-2026-04-21" + ) + + assert model == "gpt-image-2-2026-04-21" + assert custom_llm_provider == "openai" + + model_info = litellm.get_model_info(model="gpt-image-2-2026-04-21") + assert model_info["litellm_provider"] == "openai" + assert model_info["mode"] == "image_generation" + assert model_info["output_cost_per_image_token"] == 3e-05 + + +def test_azure_gpt_image_2_model_info(local_model_cost_map): + model, custom_llm_provider, _, _ = litellm.get_llm_provider( + model="azure/gpt-image-2" + ) + + assert model == "gpt-image-2" + assert custom_llm_provider == "azure" + + model_info = litellm.get_model_info( + model="gpt-image-2", custom_llm_provider="azure" + ) + assert model_info["litellm_provider"] == "azure" + assert model_info["mode"] == "image_generation" + assert model_info["input_cost_per_token"] == 5e-06 + assert model_info["input_cost_per_image_token"] == 8e-06 + assert model_info["output_cost_per_token"] == 1e-05 + assert model_info["output_cost_per_image_token"] == 3e-05 + + def test_all_model_configs(): from litellm.llms.vertex_ai.vertex_ai_partner_models.ai21.transformation import ( VertexAIAi21Config, From 44ab016743c9b59f2dcc4c17f4f6b6431d1108d2 Mon Sep 17 00:00:00 2001 From: xinrui <94846330+xinrui-z@users.noreply.github.com> Date: Wed, 29 Apr 2026 11:18:30 +0800 Subject: [PATCH 26/80] feat(provider): add AIHubMix as an OpenAI-compatible provider (#24294) * feat: add AIHubMix provider to providers.json * fix: add aihubmix to provider_endpoints_support.json for CI check --------- Co-authored-by: yuneng-jiang --- litellm/llms/openai_like/providers.json | 5 +++++ provider_endpoints_support.json | 17 +++++++++++++++++ 2 files changed, 22 insertions(+) diff --git a/litellm/llms/openai_like/providers.json b/litellm/llms/openai_like/providers.json index 275c352b39..5dd1247001 100644 --- a/litellm/llms/openai_like/providers.json +++ b/litellm/llms/openai_like/providers.json @@ -101,5 +101,10 @@ "param_mappings": { "max_completion_tokens": "max_tokens" } + }, + "aihubmix": { + "base_url": "https://aihubmix.com/v1", + "api_key_env": "AIHUBMIX_API_KEY", + "api_base_env": "AIHUBMIX_API_BASE" } } diff --git a/provider_endpoints_support.json b/provider_endpoints_support.json index 6f23c87f91..ed49c14621 100644 --- a/provider_endpoints_support.json +++ b/provider_endpoints_support.json @@ -193,6 +193,23 @@ "a2a": false } }, + "aihubmix": { + "display_name": "AIHubMix (`aihubmix`)", + "url": "https://docs.litellm.ai/docs/providers/aihubmix", + "endpoints": { + "chat_completions": true, + "messages": true, + "responses": true, + "embeddings": true, + "image_generations": true, + "audio_transcriptions": true, + "audio_speech": true, + "moderations": true, + "batches": false, + "rerank": true, + "a2a": false + } + }, "assemblyai": { "display_name": "AssemblyAI (`assemblyai`)", "url": "https://docs.litellm.ai/docs/pass_through/assembly_ai", From e0cd536eaa04880b1d142822d6cbb6320cc8ea7f Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 09:06:34 +0530 Subject: [PATCH 27/80] Fix lint --- litellm/proxy/_experimental/mcp_server/mcp_server_manager.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index edc9c87cda..eb0bda3fec 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -1533,8 +1533,8 @@ class MCPServerManager: header_value ) - authorization_servers: List[str] = [] - resource_scopes: Optional[List[str]] = None + authorization_servers = [] + resource_scopes = None if resource_metadata_url: ( authorization_servers, From df3dbd18d6fc022267416fbf93993e912029fe9c Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 03:43:13 +0000 Subject: [PATCH 28/80] feat(mcp): rehash short tool prefix on collision and cache per server MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two MCP servers can natural-hash to the same three-character base62 prefix. With 62**3 = 238_328 slots the birthday bound is ~488 servers for 50% collision probability, so a single proxy hosting more than ~100 MCP servers has a non-trivial chance of seeing a collision in practice — and a collision means tool names from two different servers share a routing key, causing silent mis-routing. Mitigation: - compute_short_server_prefix(server_id, attempt=N) folds an attempt counter into the SHA-256 seed, so rehashes are deterministic and produce a fresh three-char prefix space per attempt. - New MCPServer.short_prefix field caches the resolved (post-dedup) prefix on the model so it stays stable across the process lifetime. - MCPServerManager._assign_unique_short_prefix walks attempts 0..N until it finds a prefix not already used by another server in the combined registry. Logs an INFO line when a rehash happens so operators have a breadcrumb if it ever does. - Wired into every registration path: load_servers_from_config, add_server, update_server, reload_servers_from_database. The database reload path also carries the previously-resolved prefix forward so reloads don't churn it. - get_server_prefix prefers the cached short_prefix when set, so the resolved value (not the raw natural hash) is used everywhere. - iter_known_server_prefixes yields the cached short_prefix too, so reverse-lookup tolerance covers the rehashed form. No-op when LITELLM_USE_SHORT_MCP_TOOL_PREFIX is disabled — the field stays None and behaviour is unchanged. Co-authored-by: Mateo Wang --- .../mcp_server/mcp_server_manager.py | 78 ++++++++++++++++++ .../proxy/_experimental/mcp_server/utils.py | 29 +++++-- .../types/mcp_server/mcp_server_manager.py | 6 ++ .../mcp_server/test_short_mcp_tool_prefix.py | 81 +++++++++++++++++++ 4 files changed, 186 insertions(+), 8 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index 8e473c1cb2..853208a538 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -50,7 +50,9 @@ from litellm.proxy._experimental.mcp_server.oauth2_token_cache import resolve_mc from litellm.proxy._experimental.mcp_server.utils import ( MCP_TOOL_PREFIX_SEPARATOR, add_server_prefix_to_name, + compute_short_server_prefix, get_server_prefix, + is_short_mcp_tool_prefix_enabled, is_tool_name_prefixed, iter_known_server_prefixes, merge_mcp_headers, @@ -365,6 +367,7 @@ class MCPServerManager: aws_session_name=server_config.get("aws_session_name", None), instructions=server_config.get("instructions", None), ) + self._assign_unique_short_prefix(new_server) self.config_mcp_servers[server_id] = new_server # Check if this is an OpenAPI-based server @@ -727,6 +730,7 @@ class MCPServerManager: try: if mcp_server.server_id not in self.registry: new_server = await self.build_mcp_server_from_table(mcp_server) + self._assign_unique_short_prefix(new_server) self.registry[mcp_server.server_id] = new_server await self._maybe_register_openapi_tools(new_server) verbose_logger.debug(f"Added MCP Server: {new_server.name}") @@ -739,6 +743,12 @@ class MCPServerManager: try: if mcp_server.server_id in self.registry: new_server = await self.build_mcp_server_from_table(mcp_server) + # Carry the previously-resolved short prefix across so the + # tool names stay stable for clients holding cached lists. + existing_prefix = self.registry[mcp_server.server_id].short_prefix + if existing_prefix and not new_server.short_prefix: + new_server.short_prefix = existing_prefix + self._assign_unique_short_prefix(new_server) self.registry[mcp_server.server_id] = new_server await self._maybe_register_openapi_tools(new_server) verbose_logger.debug(f"Updated MCP Server: {new_server.name}") @@ -1815,6 +1825,63 @@ class MCPServerManager: verbose_logger.warning(f"Error listing tools from {server_name}: {str(e)}") return [] + _SHORT_PREFIX_MAX_REHASH_ATTEMPTS = 1024 + + def _assign_unique_short_prefix(self, server: MCPServer) -> None: + """Resolve and cache a collision-free short tool prefix on ``server``. + + Called at registration time for every MCP server entering the + registry. Mutates ``server.short_prefix`` in place. No-ops when + ``LITELLM_USE_SHORT_MCP_TOOL_PREFIX`` is disabled, when the server + has no ``server_id`` (synthetic temp-server objects), or when a + prefix is already cached. + + Collision strategy: take the natural hash; if it's already used by + a *different* server in the combined registry, rehash with an + incrementing attempt counter until we find an unused slot. The + attempt counter is folded into the hash so the resulting prefix is + still deterministic for a given (server_id, set-of-other-server-ids) + pair within one process. + """ + if not is_short_mcp_tool_prefix_enabled(): + return + if server.short_prefix: + return + if not server.server_id: + return + + used: Dict[str, str] = {} + for other in self.get_registry().values(): + if other.server_id == server.server_id: + continue + if other.short_prefix: + used[other.short_prefix] = other.server_id + + for attempt in range(self._SHORT_PREFIX_MAX_REHASH_ATTEMPTS): + candidate = compute_short_server_prefix(server.server_id, attempt=attempt) + if candidate not in used: + server.short_prefix = candidate + if attempt > 0: + verbose_logger.info( + "MCP short-prefix collision resolved for server %s: " + "natural hash collided with %s, using rehashed prefix " + "%s (attempt=%d).", + server.server_id, + used.get( + compute_short_server_prefix(server.server_id, attempt=0), + "", + ), + candidate, + attempt, + ) + return + + raise RuntimeError( + f"Unable to assign a unique short MCP tool prefix for server " + f"{server.server_id} after {self._SHORT_PREFIX_MAX_REHASH_ATTEMPTS} " + "attempts; the 3-character prefix space is too crowded." + ) + def _create_prefixed_tools( self, tools: List[MCPTool], server: MCPServer, add_prefix: bool = True ) -> List[MCPTool]: @@ -2681,6 +2748,9 @@ class MCPServerManager: previous_registry = self.registry new_registry: Dict[str, MCPServer] = {} + # Stage one: build every server. Stage two assigns short prefixes + # against the *full* set so dedup is deterministic regardless of + # iteration order. for server in db_mcp_servers: existing_server = previous_registry.get(server.server_id) @@ -2704,10 +2774,18 @@ class MCPServerManager: f"Building server from DB: {server.server_id} ({server.server_name})" ) new_server = await self.build_mcp_server_from_table(server) + # Carry the cached short_prefix from the previous registry entry + # (if any) so the prefix is stable across reloads. + if existing_server is not None and existing_server.short_prefix: + new_server.short_prefix = existing_server.short_prefix new_registry[server.server_id] = new_server await self._maybe_register_openapi_tools(new_server) + # Swap in the new registry first so _assign_unique_short_prefix + # sees the complete set when checking for collisions. self.registry = new_registry + for new_server in new_registry.values(): + self._assign_unique_short_prefix(new_server) verbose_logger.debug( "MCP registry refreshed (%s servers in registry)", len(new_registry) diff --git a/litellm/proxy/_experimental/mcp_server/utils.py b/litellm/proxy/_experimental/mcp_server/utils.py index 42910cc790..a0c278b906 100644 --- a/litellm/proxy/_experimental/mcp_server/utils.py +++ b/litellm/proxy/_experimental/mcp_server/utils.py @@ -54,17 +54,22 @@ def is_short_mcp_tool_prefix_enabled() -> bool: return raw.strip().lower() in ("1", "true", "yes", "on") -def compute_short_server_prefix(server_id: str) -> str: +def compute_short_server_prefix(server_id: str, attempt: int = 0) -> str: """Derive the deterministic three-character base62 prefix for a server. - Uses SHA-256 of the server_id and folds the first eight bytes into a - base62 string. An empty server_id raises ValueError — short prefixes - require a stable identifier to be deterministic. + Uses SHA-256 of ``f"{server_id}#{attempt}"`` and folds the first eight + bytes into a base62 string. Pass ``attempt > 0`` to rehash to a + different prefix when the natural hash collides with a prefix already + assigned to another server (see + ``MCPServerManager._assign_unique_short_prefix``). An empty server_id + raises ValueError — short prefixes require a stable identifier to be + deterministic. """ if not server_id: raise ValueError("compute_short_server_prefix requires a non-empty server_id") - digest = hashlib.sha256(server_id.encode("utf-8")).digest() + seed = server_id if attempt == 0 else f"{server_id}#{attempt}" + digest = hashlib.sha256(seed.encode("utf-8")).digest() value = int.from_bytes(digest[:8], "big") chars = [] for _ in range(SHORT_MCP_TOOL_PREFIX_LENGTH): @@ -143,11 +148,18 @@ def get_server_prefix(server: Any) -> str: """Return the prefix for a server. When the short-prefix mode is enabled (``LITELLM_USE_SHORT_MCP_TOOL_PREFIX``) - a deterministic three-character base62 ID derived from ``server_id`` is - returned. Otherwise we fall back to the historical behaviour: alias if - present, else server_name, else server_id. + a three-character base62 ID is returned. We prefer the cached + ``server.short_prefix`` value when set — that field is populated at + registration time by ``MCPServerManager._assign_unique_short_prefix`` + and resolves natural-hash collisions deterministically — and only fall + back to the natural hash for ad-hoc / temp-server objects without a + cached value. In default mode the historical behaviour is preserved: + alias if present, else server_name, else server_id. """ if is_short_mcp_tool_prefix_enabled(): + cached = getattr(server, "short_prefix", None) + if cached: + return cached server_id = getattr(server, "server_id", None) if server_id: return compute_short_server_prefix(server_id) @@ -177,6 +189,7 @@ def iter_known_server_prefixes(server: Any) -> Iterator[str]: yield value yield from _emit(get_server_prefix(server)) + yield from _emit(getattr(server, "short_prefix", None)) server_id = getattr(server, "server_id", None) if server_id: diff --git a/litellm/types/mcp_server/mcp_server_manager.py b/litellm/types/mcp_server/mcp_server_manager.py index ace8c8a418..8f8673b0a7 100644 --- a/litellm/types/mcp_server/mcp_server_manager.py +++ b/litellm/types/mcp_server/mcp_server_manager.py @@ -81,6 +81,12 @@ class MCPServer(BaseModel): # Defaults to the token's expires_in minus the expiry buffer, or # MCP_PER_USER_TOKEN_DEFAULT_TTL when expires_in is absent. token_storage_ttl_seconds: Optional[int] = None + # Resolved short-ID tool prefix when LITELLM_USE_SHORT_MCP_TOOL_PREFIX is + # enabled. Set by ``MCPServerManager._assign_unique_short_prefix`` at + # registration time so that natural-hash collisions between two + # different ``server_id`` values are bumped deterministically. Left + # ``None`` in default-prefix mode. + short_prefix: Optional[str] = None model_config = ConfigDict(arbitrary_types_allowed=True) @property diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py index aef6546c81..cdaecfb227 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py @@ -205,3 +205,84 @@ class TestManagerShortPrefix: prefix = get_server_prefix(server) full = add_server_prefix_to_name("get_repo", prefix) assert len(full) < 60 + + +# --------------------------------------------------------------------------- +# Collision-resolution at registration time +# --------------------------------------------------------------------------- + + +class TestShortPrefixCollisionResolution: + """``_assign_unique_short_prefix`` must rehash on collision. + + The dedup path is exercised by forcing two distinct ``server_id`` + values to both hash to the same natural prefix via a monkeypatched + ``compute_short_server_prefix``. + """ + + def test_no_op_when_flag_off(self): + manager = MCPServerManager() + server = _make_server(server_id="abc") + manager._assign_unique_short_prefix(server) + assert server.short_prefix is None + + def test_assigns_natural_hash_when_no_collision(self, monkeypatch): + from litellm.proxy._experimental.mcp_server import utils as mcp_utils + + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + manager = MCPServerManager() + server = _make_server(server_id="abc") + manager._assign_unique_short_prefix(server) + + assert server.short_prefix == mcp_utils.compute_short_server_prefix("abc") + + def test_rehashes_when_natural_hash_collides(self, monkeypatch): + """Two server_ids that natural-hash to the same prefix get + deterministic, distinct short prefixes.""" + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + + # Force every attempt=0 hash to "AAA" and attempt=1 to "AAB". + # That way the second server registered must rehash to "AAB". + from litellm.proxy._experimental.mcp_server import utils as mcp_utils + + def _fake_hash(server_id: str, attempt: int = 0) -> str: + return "AAA" if attempt == 0 else f"AA{chr(ord('A') + attempt)}" + + monkeypatch.setattr(mcp_utils, "compute_short_server_prefix", _fake_hash) + # Also patch the symbol that the manager imported at module load. + from litellm.proxy._experimental.mcp_server import ( + mcp_server_manager as mgr_module, + ) + + monkeypatch.setattr(mgr_module, "compute_short_server_prefix", _fake_hash) + + manager = MCPServerManager() + first = _make_server(server_id="server-1", alias="srv1") + second = _make_server(server_id="server-2", alias="srv2") + + # Pretend both are already in the registry so dedup sees both. + manager.registry[first.server_id] = first + manager._assign_unique_short_prefix(first) + manager.registry[second.server_id] = second + manager._assign_unique_short_prefix(second) + + assert first.short_prefix == "AAA" + assert second.short_prefix == "AAB" + assert first.short_prefix != second.short_prefix + + def test_cached_prefix_is_reused(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + manager = MCPServerManager() + server = _make_server(server_id="abc") + server.short_prefix = "ZZZ" # pretend a previous registration set this + + manager._assign_unique_short_prefix(server) + + assert server.short_prefix == "ZZZ" + + def test_get_server_prefix_prefers_cached(self, monkeypatch): + monkeypatch.setenv("LITELLM_USE_SHORT_MCP_TOOL_PREFIX", "true") + server = _make_server(server_id="abc") + server.short_prefix = "Q9q" + + assert get_server_prefix(server) == "Q9q" From 3215874e400de2989db7b15ef85c27dd703381af Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 03:48:41 +0000 Subject: [PATCH 29/80] fix(test): scope ERROR log assertion to LiteLLM logger in test_model_alias_map The test was flaking on unrelated asyncio ERROR records (e.g. "Unclosed client session" from background tasks in other tests). Restrict the assertion to records emitted by LiteLLM loggers so the test only fails on errors actually produced by the code under test. Co-authored-by: Mateo Wang --- tests/local_testing/test_model_alias_map.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/tests/local_testing/test_model_alias_map.py b/tests/local_testing/test_model_alias_map.py index cf731d6628..14c1de2f6a 100644 --- a/tests/local_testing/test_model_alias_map.py +++ b/tests/local_testing/test_model_alias_map.py @@ -30,10 +30,9 @@ def test_model_alias_map(caplog): ) print(response.model) - captured_logs = [rec.levelname for rec in caplog.records] - - for log in captured_logs: - assert "ERROR" not in log + for rec in caplog.records: + if rec.levelname == "ERROR" and rec.name.startswith("LiteLLM"): + pytest.fail(f"Unexpected litellm ERROR log: {rec.getMessage()}") assert "llama-3.1-8b-instant" in response.model except litellm.ServiceUnavailableError: From 6b3f07ba25a375bd3949b6d0fd321a204de4d116 Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 03:53:03 +0000 Subject: [PATCH 30/80] fix(mcp): register OpenAPI tools after short prefix collision resolution in reload --- litellm/proxy/_experimental/mcp_server/mcp_server_manager.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index 853208a538..8bb7a5d50d 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -2779,13 +2779,16 @@ class MCPServerManager: if existing_server is not None and existing_server.short_prefix: new_server.short_prefix = existing_server.short_prefix new_registry[server.server_id] = new_server - await self._maybe_register_openapi_tools(new_server) # Swap in the new registry first so _assign_unique_short_prefix # sees the complete set when checking for collisions. self.registry = new_registry for new_server in new_registry.values(): self._assign_unique_short_prefix(new_server) + # Register OpenAPI tools *after* the final short prefix is assigned + # so the tools are stored in the global registry under the same + # prefix that lookups will use. + await self._maybe_register_openapi_tools(new_server) verbose_logger.debug( "MCP registry refreshed (%s servers in registry)", len(new_registry) From 3fb50563057f88a5291d15e37ada705d942d5320 Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 03:59:35 +0000 Subject: [PATCH 31/80] fix(mcp): address greptile review on short tool prefix - server.py: drop the redundant server_id append in _get_filtered_mcp_servers_from_mcp_server_names. iter_known_server_prefixes already yields server_id unconditionally, so the manual append (and its misleading comment) was a no-op duplicate. - utils.py: rewrite the SHORT_MCP_TOOL_PREFIX docstring to accurately describe the collision behaviour. The previous wording said collisions were 'cosmetic only', but a natural-hash collision IS a routing-correctness issue, which is precisely why we already added _assign_unique_short_prefix to rehash deterministically. The new comment cross-references that path. - utils.py: restrict the first character of the short prefix to [A-Za-z] via a 52-char alphabet for position 0 only. The remaining two positions still use the full base62 alphabet. This keeps prefixes valid identifiers on every backend and gives 52*62*62 = 199_888 distinct prefixes (still comfortably more than any realistic deployment). - tests: add coverage proving the first character of the prefix is always alphabetic across many server_ids and rehash attempts. Co-authored-by: Mateo Wang --- .../proxy/_experimental/mcp_server/server.py | 5 -- .../proxy/_experimental/mcp_server/utils.py | 71 ++++++++++++------- .../mcp_server/test_short_mcp_tool_prefix.py | 14 ++++ 3 files changed, 60 insertions(+), 30 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/server.py b/litellm/proxy/_experimental/mcp_server/server.py index 3924687a0b..ae6055217b 100644 --- a/litellm/proxy/_experimental/mcp_server/server.py +++ b/litellm/proxy/_experimental/mcp_server/server.py @@ -714,11 +714,6 @@ if MCP_AVAILABLE: match_list = [ s.lower() for s in iter_known_server_prefixes(server) if s ] - # Always accept server_id even if it isn't part of the - # current prefix form (iter_known_server_prefixes only - # yields it when no other identifier exists). - if server.server_id: - match_list.append(server.server_id.lower()) if server_or_group.lower() in match_list: filtered_server[server.server_id] = server diff --git a/litellm/proxy/_experimental/mcp_server/utils.py b/litellm/proxy/_experimental/mcp_server/utils.py index a0c278b906..df5705c342 100644 --- a/litellm/proxy/_experimental/mcp_server/utils.py +++ b/litellm/proxy/_experimental/mcp_server/utils.py @@ -21,27 +21,39 @@ MCP_TOOL_PREFIX_FORMAT = "{server_name}{separator}{tool_name}" # When LITELLM_USE_SHORT_MCP_TOOL_PREFIX is truthy the prefix attached to MCP # tool / prompt / resource / resource-template names switches from the # (potentially long) human-readable server name to a deterministic three -# character base62 ID derived from the server's ``server_id``. +# character ID derived from the server's ``server_id``. # -# Why three characters and base62 ([0-9A-Za-z])? -# * 62**3 = 238_328 distinct IDs — the chance of a real local tool name -# happening to begin with the exact prefix LiteLLM assigned to a given -# MCP server is negligible in practice. -# * The IDs are short enough that prefixed tool names stay well under the -# 60-character upper bound enforced by some model APIs (Anthropic etc.) -# even for long upstream tool names. -# * The mapping is deterministic (SHA-256 of ``server_id`` → first three -# base62 chars), which means the prefix is stable across processes, -# workers and restarts without any persistence layer. Two servers with -# different ``server_id`` values can in principle hash to the same -# three chars, but for the reverse-lookup path we register every known -# form of the prefix anyway, so a collision only affects the cosmetic -# emitted name, not routing correctness. +# Why three characters? +# * The first character is restricted to 52 alphabetic characters +# ([A-Za-z]) and the remaining two characters use the full base62 +# alphabet ([0-9A-Za-z]). That guarantees the prefix never starts +# with a digit so it remains a valid identifier for every model API +# (some providers historically required a leading alphabetic char). +# * 52 * 62 * 62 = 199_888 distinct IDs. The chance of a real local +# tool name happening to begin with the exact prefix LiteLLM assigned +# to a given MCP server is negligible in practice. +# * The IDs are short enough that prefixed tool names stay well under +# the 60-character upper bound enforced by some model APIs (Anthropic +# etc.) even for long upstream tool names. +# * The mapping is deterministic (SHA-256 of ``server_id`` → three +# characters drawn from the alphabets above), so the prefix is stable +# across processes, workers and restarts without any persistence +# layer. Two servers with different ``server_id`` values can in +# principle hash to the same three chars; that natural-hash collision +# IS a routing-correctness issue (the second registrant would otherwise +# have its tools misrouted to the first), so registration goes through +# ``MCPServerManager._assign_unique_short_prefix`` which rehashes with +# a deterministic attempt counter until it finds an unused prefix and +# caches the result on ``MCPServer.short_prefix``. A collision is +# logged at INFO when it happens. # # This flag is intentionally opt-in for the first release so customers can # migrate. It will become the default in a future release. SHORT_MCP_TOOL_PREFIX_LENGTH = 3 _BASE62_ALPHABET = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" +# Subset of _BASE62_ALPHABET used for the *first* character only, to +# guarantee the prefix never starts with a digit. +_BASE52_ALPHA_ALPHABET = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" def is_short_mcp_tool_prefix_enabled() -> bool: @@ -55,15 +67,17 @@ def is_short_mcp_tool_prefix_enabled() -> bool: def compute_short_server_prefix(server_id: str, attempt: int = 0) -> str: - """Derive the deterministic three-character base62 prefix for a server. + """Derive the deterministic three-character prefix for a server. Uses SHA-256 of ``f"{server_id}#{attempt}"`` and folds the first eight - bytes into a base62 string. Pass ``attempt > 0`` to rehash to a - different prefix when the natural hash collides with a prefix already - assigned to another server (see - ``MCPServerManager._assign_unique_short_prefix``). An empty server_id - raises ValueError — short prefixes require a stable identifier to be - deterministic. + bytes into a fixed-length string whose first character is drawn from + ``_BASE52_ALPHA_ALPHABET`` (so the prefix never starts with a digit) + and whose remaining characters are drawn from the full base62 + alphabet. Pass ``attempt > 0`` to rehash to a different prefix when + the natural hash collides with a prefix already assigned to another + server (see ``MCPServerManager._assign_unique_short_prefix``). An + empty ``server_id`` raises ``ValueError`` — short prefixes require a + stable identifier to be deterministic. """ if not server_id: raise ValueError("compute_short_server_prefix requires a non-empty server_id") @@ -71,10 +85,17 @@ def compute_short_server_prefix(server_id: str, attempt: int = 0) -> str: seed = server_id if attempt == 0 else f"{server_id}#{attempt}" digest = hashlib.sha256(seed.encode("utf-8")).digest() value = int.from_bytes(digest[:8], "big") + + # Build chars from least-significant to most-significant; we reverse + # at the end so the first emitted char comes from the high-order + # bits of the digest (which is the position we constrain to be + # alphabetic). chars = [] - for _ in range(SHORT_MCP_TOOL_PREFIX_LENGTH): - value, idx = divmod(value, len(_BASE62_ALPHABET)) - chars.append(_BASE62_ALPHABET[idx]) + for position in range(SHORT_MCP_TOOL_PREFIX_LENGTH): + is_first_char = position == SHORT_MCP_TOOL_PREFIX_LENGTH - 1 + alphabet = _BASE52_ALPHA_ALPHABET if is_first_char else _BASE62_ALPHABET + value, idx = divmod(value, len(alphabet)) + chars.append(alphabet[idx]) return "".join(reversed(chars)) diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py index cdaecfb227..bf90e9ebef 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_short_mcp_tool_prefix.py @@ -57,6 +57,20 @@ class TestShortPrefixHelpers: assert len(prefix) == SHORT_MCP_TOOL_PREFIX_LENGTH assert prefix.isalnum() and prefix.isascii() + def test_short_prefix_first_char_is_alphabetic(self): + """The first char must be [A-Za-z] so the prefix is a valid identifier + on every model API (some providers historically required the first + character of a function name to be alphabetic).""" + # Sweep many server_ids and rehash attempts to give us coverage of + # every position the high-order bits can land on. + for i in range(200): + for attempt in range(4): + prefix = compute_short_server_prefix(f"server-{i}", attempt=attempt) + assert prefix[0].isalpha(), ( + f"prefix {prefix!r} for server-{i} (attempt={attempt}) " + f"starts with a non-alphabetic character" + ) + def test_short_prefix_is_deterministic(self): assert compute_short_server_prefix("abc") == compute_short_server_prefix("abc") assert compute_short_server_prefix("abc") != compute_short_server_prefix("abd") From 1c9c219a74e060271bb62402c8c05528c3a4055a Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 23:44:34 -0700 Subject: [PATCH 32/80] fix(proxy): self-heal Prisma read paths + harden reconnect state machine MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two related fixes layered on top of the existing reconnect plumbing: 1. Restore reconnect-and-retry on `PrismaClient.get_generic_data` (issue #25143). 1.83.x lost the transport-reconnect-and-retry-once branch that 1.82.6 had on this method, so transient `httpx.ReadError` flaps now surface immediately as `db_exceptions` alerts. `_update_config_from_db` fans out four concurrent `get_generic_data` reads, so a single transport blip used to mark four alerts and a stale config window. Adds `call_with_db_reconnect_retry` to `litellm/proxy/db/exception_handler.py` — a single canonical "try DB read, on transport error reconnect once and retry once" wrapper. Mirrors the inline pattern in `auth_checks._fetch_key_object_from_db_with_reconnect` so we have one implementation rather than three drifting copies, and gives future read paths a clean opt-in. 2. Fix the `_engine_confirmed_dead` flag-reset bug in `_run_reconnect_cycle`. The flag was cleared before `_do_heavy_reconnect()` ran, so any failure inside the heavy reconnect (timeout, missing DATABASE_URL, recreate failure) left the flag False — and the next attempt could silently demote to the lightweight path even though the engine was genuinely dead. Move the reset into the success branch so the flag stays True across heavy-reconnect failures and the next attempt re-enters the heavy branch. Tests: - `tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py` (new) — 9 tests covering the helper's contract: happy path, retry on transport error, no retry on data-layer errors, propagation when reconnect fails, propagation after second transport error, `hasattr` guard for partial mocks, fresh-coroutine-per-call invariant, explicit timeout override, default timeouts read off the prisma_client. - `tests/test_litellm/proxy/db/test_prisma_self_heal.py` — adds: - `test_get_generic_data_retries_on_transport_error_for_config_table` - `test_get_generic_data_propagates_when_reconnect_fails` - `test_engine_confirmed_dead_persists_across_failed_heavy_reconnect` (regression test for the flag-reset bug). All 16 self-heal tests + 9 helper tests + 535 auth/exception-handler tests pass locally. --- litellm/proxy/db/exception_handler.py | 123 +++++++++- litellm/proxy/utils.py | 42 +++- .../test_exception_handler_reconnect_retry.py | 225 ++++++++++++++++++ .../proxy/db/test_prisma_self_heal.py | 123 ++++++++++ 4 files changed, 501 insertions(+), 12 deletions(-) create mode 100644 tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py diff --git a/litellm/proxy/db/exception_handler.py b/litellm/proxy/db/exception_handler.py index cfa90a48ee..f096773200 100644 --- a/litellm/proxy/db/exception_handler.py +++ b/litellm/proxy/db/exception_handler.py @@ -1,5 +1,6 @@ -from typing import Union +from typing import Any, Awaitable, Callable, Optional, Union +from litellm._logging import verbose_proxy_logger from litellm.proxy._types import ( DB_CONNECTION_ERROR_TYPES, ProxyErrorTypes, @@ -123,3 +124,123 @@ class PrismaDBExceptionHandler: ): return None raise e + + +# Default fallback timeouts when neither the caller nor the prisma_client +# expose `_db_auth_reconnect_timeout_seconds` / `_db_auth_reconnect_lock_timeout_seconds`. +# Match the auth path's existing defaults so behavior is uniform across read paths. +_DEFAULT_RECONNECT_TIMEOUT_SECONDS = 2.0 +_DEFAULT_RECONNECT_LOCK_TIMEOUT_SECONDS = 0.1 + + +def _coerce_timeout(value: Any, fallback: float) -> float: + """Return `value` if it is a real int/float, else `fallback`. Guards + against tests that mock `prisma_client` and leave the timeout slots as + MagicMock instances.""" + if isinstance(value, (int, float)) and not isinstance(value, bool): + return float(value) + return fallback + + +async def call_with_db_reconnect_retry( + prisma_client: Any, + coro_factory: Callable[[], Awaitable[Any]], + *, + reason: str, + timeout_seconds: Optional[float] = None, + lock_timeout_seconds: Optional[float] = None, +) -> Any: + """Run a Prisma read coroutine with one transport-reconnect-and-retry. + + The canonical "self-heal a transient DB transport blip" wrapper used by + `PrismaClient.get_generic_data` and other read paths. Mirrors the inline + pattern in `auth_checks._fetch_key_object_from_db_with_reconnect` so we + have a single implementation rather than three drifting copies. + + Behavior: + 1. Await `coro_factory()`. On success, return its value. + 2. On exception, if it is NOT a transport error (per + `is_database_transport_error`), re-raise — data-layer errors like + `UniqueViolationError` mean the DB is reachable, reconnect would be + pointless. + 3. If `prisma_client` does not expose `attempt_db_reconnect`, re-raise. + This guards against partial stand-ins / older clients in tests. + 4. Call `prisma_client.attempt_db_reconnect(reason=...)`. If it returns + False (cooldown / lock contention / reconnect failure), re-raise. + 5. Otherwise await `coro_factory()` a second time and return / propagate + its result. At-most-one retry by construction — no infinite loop. + + `coro_factory` MUST be a zero-arg callable that returns a fresh awaitable + on each call. Passing an already-awaited coroutine would fail on retry + with `RuntimeError: cannot reuse already awaited coroutine`. + + `reason` should follow `___failure` so + telemetry distinguishes between fan-out callers (e.g. + `_update_config_from_db` issues four concurrent reads). + + Args: + prisma_client: The `PrismaClient` (or stand-in) that owns + `attempt_db_reconnect` and the `_db_auth_reconnect_*` defaults. + coro_factory: Zero-arg callable returning the read awaitable. + reason: Telemetry tag forwarded to `attempt_db_reconnect`. + timeout_seconds: Optional override for the reconnect cycle timeout. + Defaults to `prisma_client._db_auth_reconnect_timeout_seconds`, + then to 2.0s. + lock_timeout_seconds: Optional override for how long the helper will + wait to acquire the reconnect lock. Defaults to + `prisma_client._db_auth_reconnect_lock_timeout_seconds`, then to + 0.1s. + + Returns: + Whatever `coro_factory()` returns (on first or second attempt). + + Raises: + Whatever `coro_factory()` raises if the failure is not a transport + error, or if the reconnect attempt does not succeed, or if the retry + also fails. + """ + try: + return await coro_factory() + except Exception as first_exc: + if not PrismaDBExceptionHandler.is_database_transport_error(first_exc): + raise + if not hasattr(prisma_client, "attempt_db_reconnect"): + raise + + resolved_timeout = _coerce_timeout( + ( + timeout_seconds + if timeout_seconds is not None + else getattr(prisma_client, "_db_auth_reconnect_timeout_seconds", None) + ), + _DEFAULT_RECONNECT_TIMEOUT_SECONDS, + ) + resolved_lock_timeout = _coerce_timeout( + ( + lock_timeout_seconds + if lock_timeout_seconds is not None + else getattr( + prisma_client, "_db_auth_reconnect_lock_timeout_seconds", None + ) + ), + _DEFAULT_RECONNECT_LOCK_TIMEOUT_SECONDS, + ) + + verbose_proxy_logger.warning( + "DB transport error on read; attempting reconnect-and-retry. reason=%s error=%s", + reason, + first_exc, + ) + + did_reconnect = await prisma_client.attempt_db_reconnect( + reason=reason, + timeout_seconds=resolved_timeout, + lock_timeout_seconds=resolved_lock_timeout, + ) + if not did_reconnect: + raise + + # At most one retry. If the retry also raises a transport error, we + # propagate — repeated reconnect-loops are the watchdog's job, not + # this helper's. + return await coro_factory() diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index 3a1184c434..93cc8bfd22 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -106,7 +106,10 @@ from litellm.proxy.db.create_views import ( should_create_missing_views, ) from litellm.proxy.db.db_spend_update_writer import DBSpendUpdateWriter -from litellm.proxy.db.exception_handler import PrismaDBExceptionHandler +from litellm.proxy.db.exception_handler import ( + PrismaDBExceptionHandler, + call_with_db_reconnect_retry, +) from litellm.proxy.db.log_db_metrics import log_db_metrics from litellm.proxy.db.prisma_client import PrismaWrapper from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail.unified_guardrail import ( @@ -2779,30 +2782,42 @@ class PrismaClient: table_name: Literal["users", "keys", "config", "spend"], ): """ - Generic implementation of get data + Generic implementation of get data. + + Self-heals across a single transient transport blip via + `call_with_db_reconnect_retry`: on `httpx.ReadError` / + `ClientNotConnectedError` / similar, attempt one DB reconnect and + retry once before surfacing the failure. Restores the 1.82.6 behavior + that was lost in 1.83.x — see issue #25143. """ start_time = time.time() - try: + + async def _do_query(): if table_name == "users": - response = await self.db.litellm_usertable.find_first( + return await self.db.litellm_usertable.find_first( where={key: value} # type: ignore ) elif table_name == "keys": - response = await self.db.litellm_verificationtoken.find_first( # type: ignore + return await self.db.litellm_verificationtoken.find_first( # type: ignore where={key: value} # type: ignore ) elif table_name == "config": - response = await self.db.litellm_config.find_first( # type: ignore + return await self.db.litellm_config.find_first( # type: ignore where={key: value} # type: ignore ) elif table_name == "spend": - response = await self.db.l.find_first( # type: ignore + return await self.db.l.find_first( # type: ignore where={key: value} # type: ignore ) - return response - except Exception as e: - import traceback + return None + try: + return await call_with_db_reconnect_retry( + self, + _do_query, + reason=f"prisma_get_generic_data_{table_name}_lookup_failure", + ) + except Exception as e: error_msg = f"LiteLLM Prisma Client Exception get_generic_data: {str(e)}" verbose_proxy_logger.error(error_msg) error_msg = error_msg + "\nException Type: {}".format(type(e)) @@ -4204,7 +4219,6 @@ class PrismaClient: ) self._reap_all_zombies() self._cleanup_engine_watcher() - self._engine_confirmed_dead = False async def _do_heavy_reconnect() -> None: db_url = os.getenv("DATABASE_URL", "") @@ -4217,6 +4231,12 @@ class PrismaClient: await self._start_engine_watcher() await asyncio.wait_for(_do_heavy_reconnect(), timeout=effective_timeout) + # Only clear the "dead engine" flag after the heavy reconnect + # actually completed. If `_do_heavy_reconnect()` raises (timeout, + # missing DATABASE_URL, recreate failure), the flag stays True so + # the next attempt re-enters the heavy branch instead of silently + # demoting to the lightweight path. + self._engine_confirmed_dead = False else: verbose_proxy_logger.debug( "Performing Prisma DB reconnect (engine alive or unknown)." diff --git a/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py b/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py new file mode 100644 index 0000000000..22ccb02b7a --- /dev/null +++ b/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py @@ -0,0 +1,225 @@ +""" +Unit tests for `call_with_db_reconnect_retry` — the canonical "try DB read, +on transport error reconnect once and retry once" helper. + +Covers the regression in issue #25143 where read paths (e.g. +`PrismaClient.get_generic_data`) lost their reconnect-and-retry-once branch in +LiteLLM 1.83.x and started emitting `db_exceptions` alerts on transient +`httpx.ReadError` flaps that used to self-heal in 1.82.6. +""" + +import os +import sys +from unittest.mock import AsyncMock, MagicMock + +import httpx +import pytest +from prisma.errors import UniqueViolationError + +sys.path.insert(0, os.path.abspath("../../..")) + +from litellm.proxy.db.exception_handler import call_with_db_reconnect_retry + + +def _make_client( + *, + attempt_db_reconnect_return: bool = True, + has_attempt_db_reconnect: bool = True, +): + """Build a minimal stand-in for PrismaClient that exposes only the surface + `call_with_db_reconnect_retry` actually pokes at.""" + client = MagicMock() + if has_attempt_db_reconnect: + client.attempt_db_reconnect = AsyncMock( + return_value=attempt_db_reconnect_return + ) + else: + # `hasattr(client, "attempt_db_reconnect")` must return False — MagicMock + # auto-creates attributes, so we wipe it out via `spec`. + client = MagicMock(spec=[]) + client._db_auth_reconnect_timeout_seconds = 2.0 + client._db_auth_reconnect_lock_timeout_seconds = 0.1 + return client + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_returns_value_on_first_success(): + """Happy path: factory succeeds first call, no reconnect attempted.""" + client = _make_client() + + async def _factory(): + return {"id": 1} + + result = await call_with_db_reconnect_retry(client, _factory, reason="happy_path") + + assert result == {"id": 1} + client.attempt_db_reconnect.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_retries_after_transport_error(): + """Transport error on first call → reconnect → second call succeeds.""" + client = _make_client(attempt_db_reconnect_return=True) + + invocations = [] + + async def _factory(): + invocations.append(None) + if len(invocations) == 1: + raise httpx.ReadError("transport blip") + return {"id": 1} + + result = await call_with_db_reconnect_retry( + client, _factory, reason="prisma_get_generic_data_config_lookup_failure" + ) + + assert result == {"id": 1} + assert len(invocations) == 2 + client.attempt_db_reconnect.assert_awaited_once() + call_kwargs = client.attempt_db_reconnect.await_args.kwargs + assert call_kwargs["reason"] == "prisma_get_generic_data_config_lookup_failure" + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_does_not_retry_on_data_layer_error(): + """Data-layer errors (e.g. UniqueViolationError) are NOT transport errors — + propagate immediately, do not reconnect.""" + client = _make_client() + + async def _factory(): + raise UniqueViolationError( + data={"user_facing_error": {"meta": {}}}, + message="Unique constraint failed", + ) + + with pytest.raises(UniqueViolationError): + await call_with_db_reconnect_retry(client, _factory, reason="data_layer_test") + + client.attempt_db_reconnect.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_propagates_when_reconnect_fails(): + """Transport error, but reconnect returns False → propagate the original + exception. Do not call factory a second time.""" + client = _make_client(attempt_db_reconnect_return=False) + + invocations = [] + + async def _factory(): + invocations.append(None) + raise httpx.ReadError("transport blip") + + with pytest.raises(httpx.ReadError): + await call_with_db_reconnect_retry(client, _factory, reason="reconnect_fails") + + assert len(invocations) == 1 + client.attempt_db_reconnect.assert_awaited_once() + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_propagates_after_second_transport_error(): + """Transport error, reconnect succeeds, retry also raises transport error → + propagate. At most one retry by construction (no infinite loop).""" + client = _make_client(attempt_db_reconnect_return=True) + + invocations = [] + + async def _factory(): + invocations.append(None) + raise httpx.ReadError("still failing") + + with pytest.raises(httpx.ReadError): + await call_with_db_reconnect_retry( + client, _factory, reason="second_transport_error" + ) + + assert len(invocations) == 2 + client.attempt_db_reconnect.assert_awaited_once() + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_skips_when_no_attempt_db_reconnect_attr(): + """Older PrismaClient stand-ins / partial mocks may not expose + `attempt_db_reconnect`. The helper must not crash — just propagate the + original exception. Mirrors the `hasattr` guard from + `auth_checks._fetch_key_object_from_db_with_reconnect`.""" + client = _make_client(has_attempt_db_reconnect=False) + + async def _factory(): + raise httpx.ReadError("transport blip") + + with pytest.raises(httpx.ReadError): + await call_with_db_reconnect_retry(client, _factory, reason="no_reconnect_attr") + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_invokes_factory_twice_not_same_coro(): + """Guard against the obvious bug of awaiting the same coroutine twice + (`RuntimeError: cannot reuse already awaited coroutine`). The helper must + call the factory a fresh time on retry, not cache an awaitable.""" + client = _make_client(attempt_db_reconnect_return=True) + + factory_call_count = 0 + + async def _factory(): + nonlocal factory_call_count + factory_call_count += 1 + if factory_call_count == 1: + raise httpx.ReadError("transport blip") + return "ok" + + result = await call_with_db_reconnect_retry( + client, _factory, reason="fresh_coro_on_retry" + ) + + assert result == "ok" + assert factory_call_count == 2 + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_passes_explicit_timeouts(): + """Explicit timeout_seconds / lock_timeout_seconds override the auth + defaults read off the prisma_client object.""" + client = _make_client(attempt_db_reconnect_return=True) + + async def _factory(): + if not hasattr(_factory, "_called"): + _factory._called = True # type: ignore[attr-defined] + raise httpx.ReadError("transport blip") + return "ok" + + result = await call_with_db_reconnect_retry( + client, + _factory, + reason="explicit_timeouts", + timeout_seconds=5.5, + lock_timeout_seconds=0.25, + ) + + assert result == "ok" + call_kwargs = client.attempt_db_reconnect.await_args.kwargs + assert call_kwargs["timeout_seconds"] == 5.5 + assert call_kwargs["lock_timeout_seconds"] == 0.25 + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_uses_auth_defaults_when_unset(): + """When timeouts are not provided, helper reads + `_db_auth_reconnect_timeout_seconds` / `_db_auth_reconnect_lock_timeout_seconds` + off the prisma_client (matching the auth path's existing convention).""" + client = _make_client(attempt_db_reconnect_return=True) + client._db_auth_reconnect_timeout_seconds = 3.0 + client._db_auth_reconnect_lock_timeout_seconds = 0.5 + + async def _factory(): + if not hasattr(_factory, "_called"): + _factory._called = True # type: ignore[attr-defined] + raise httpx.ReadError("transport blip") + return "ok" + + await call_with_db_reconnect_retry(client, _factory, reason="defaults") + + call_kwargs = client.attempt_db_reconnect.await_args.kwargs + assert call_kwargs["timeout_seconds"] == 3.0 + assert call_kwargs["lock_timeout_seconds"] == 0.5 diff --git a/tests/test_litellm/proxy/db/test_prisma_self_heal.py b/tests/test_litellm/proxy/db/test_prisma_self_heal.py index fb215e5477..af65cad09e 100644 --- a/tests/test_litellm/proxy/db/test_prisma_self_heal.py +++ b/tests/test_litellm/proxy/db/test_prisma_self_heal.py @@ -5,6 +5,7 @@ import sys import time from unittest.mock import AsyncMock, MagicMock, patch +import httpx import pytest sys.path.insert( @@ -358,3 +359,125 @@ async def test_lightweight_reconnect_skips_kill_on_successful_disconnect( await client._run_reconnect_cycle(timeout_seconds=5.0) mock_kill.assert_not_called() + + +# --------------------------------------------------------------------------- +# get_generic_data: transport-reconnect-and-retry coverage (issue #25143) +# --------------------------------------------------------------------------- + + +@pytest.mark.asyncio +async def test_get_generic_data_retries_on_transport_error_for_config_table( + mock_proxy_logging, +): + """`get_generic_data(table_name="config")` self-heals on a transient + `httpx.ReadError`: reconnect once, retry once, return the row. + + Regression for issue #25143 — the 1.83.x line lost the reconnect-and-retry + branch that 1.82.6 had on this method. `_update_config_from_db` fans out + four concurrent `get_generic_data` calls, so a single transport flap used + to surface as four `db_exceptions` alerts and a stale config window. + """ + client = PrismaClient( + database_url="mock://test", proxy_logging_obj=mock_proxy_logging + ) + + expected_row = {"param_name": "general_settings", "param_value": {"foo": "bar"}} + invocations: list[None] = [] + + async def _flaky_find_first(**kwargs): + invocations.append(None) + if len(invocations) == 1: + raise httpx.ReadError("simulated transport blip") + return expected_row + + client.db.litellm_config.find_first = AsyncMock(side_effect=_flaky_find_first) + client.attempt_db_reconnect = AsyncMock(return_value=True) + + result = await client.get_generic_data( + key="param_name", + value="general_settings", + table_name="config", + ) + + assert result == expected_row + assert len(invocations) == 2 + client.attempt_db_reconnect.assert_awaited_once() + reconnect_kwargs = client.attempt_db_reconnect.await_args.kwargs + assert reconnect_kwargs["reason"] == "prisma_get_generic_data_config_lookup_failure" + + # The failure_handler telemetry side-effect must NOT fire on the first + # transport blip — only if the post-retry call also fails. Drain the + # event loop so any spuriously-spawned task would have run by now. + await asyncio.sleep(0) + mock_proxy_logging.failure_handler.assert_not_called() + + +@pytest.mark.asyncio +async def test_get_generic_data_propagates_when_reconnect_fails(mock_proxy_logging): + """If reconnect itself does not succeed, propagate the original transport + error and let the existing failure_handler / db_exceptions telemetry fire.""" + client = PrismaClient( + database_url="mock://test", proxy_logging_obj=mock_proxy_logging + ) + + client.db.litellm_config.find_first = AsyncMock( + side_effect=httpx.ReadError("simulated transport blip") + ) + client.attempt_db_reconnect = AsyncMock(return_value=False) + + with pytest.raises(httpx.ReadError): + await client.get_generic_data( + key="param_name", + value="general_settings", + table_name="config", + ) + + client.attempt_db_reconnect.assert_awaited_once() + # Failure telemetry IS expected here — the read genuinely failed. + await asyncio.sleep(0) + mock_proxy_logging.failure_handler.assert_called_once() + + +# --------------------------------------------------------------------------- +# _engine_confirmed_dead flag-reset bug (B2) +# --------------------------------------------------------------------------- + + +@pytest.mark.asyncio +async def test_engine_confirmed_dead_persists_across_failed_heavy_reconnect( + mock_proxy_logging, +): + """Regression test for the flag-reset bug. + + Before the fix, `_run_reconnect_cycle` cleared + `self._engine_confirmed_dead = False` *before* awaiting + `_do_heavy_reconnect()`. If the heavy reconnect raised (e.g. timeout, + missing DATABASE_URL, recreate failure), the flag was left cleared and the + next attempt could demote to the lightweight path even though the engine + was genuinely dead. + + The fix moves the reset into the success branch — the flag must stay True + when heavy reconnect raises. + """ + client = PrismaClient( + database_url="mock://test", proxy_logging_obj=mock_proxy_logging + ) + client._engine_confirmed_dead = True + client._engine_pid = 0 # so `_is_engine_alive` is not consulted + + # Make the heavy reconnect path raise. + client.db.recreate_prisma_client = AsyncMock( + side_effect=RuntimeError("simulated heavy reconnect failure") + ) + client._start_engine_watcher = AsyncMock() + client._cleanup_engine_watcher = MagicMock() + client._reap_all_zombies = MagicMock() + + with patch.dict(os.environ, {"DATABASE_URL": "postgresql://test"}): + with pytest.raises(Exception): + await client._run_reconnect_cycle(timeout_seconds=5.0) + + # The flag must STILL be True so the next attempt re-enters the heavy + # branch instead of silently demoting to the lightweight path. + assert client._engine_confirmed_dead is True From aa2ef4120098981cb6160d94347743e2e77ffb61 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 23:55:46 -0700 Subject: [PATCH 33/80] fix(proxy): preserve original transport error if reconnect itself raises MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Greptile review on #26756 (P2): if `attempt_db_reconnect` itself raises (e.g. lock cancellation, timer error, unexpected internal failure), the original `httpx.ReadError` / transport error was lost — `failure_handler` and `db_exceptions` alerts then logged the reconnect exception instead of the actual DB transport problem, masking the root cause. Wrap the reconnect call in a try/except. On reconnect failure, re-raise the *original* `first_exc` and chain the reconnect error as `__cause__` so it remains visible for debuggability without becoming the primary exception observers see. Adds `test_call_with_db_reconnect_retry_preserves_original_error_when_reconnect_raises` asserting (a) the propagated exception is the original transport error and (b) the reconnect exception is attached as `__cause__`. --- litellm/proxy/db/exception_handler.py | 25 ++++++++++++---- .../test_exception_handler_reconnect_retry.py | 30 +++++++++++++++++++ 2 files changed, 50 insertions(+), 5 deletions(-) diff --git a/litellm/proxy/db/exception_handler.py b/litellm/proxy/db/exception_handler.py index f096773200..ab9d341aa5 100644 --- a/litellm/proxy/db/exception_handler.py +++ b/litellm/proxy/db/exception_handler.py @@ -232,11 +232,26 @@ async def call_with_db_reconnect_retry( first_exc, ) - did_reconnect = await prisma_client.attempt_db_reconnect( - reason=reason, - timeout_seconds=resolved_timeout, - lock_timeout_seconds=resolved_lock_timeout, - ) + # Preserve the original transport error in telemetry. If + # `attempt_db_reconnect` itself raises (e.g. lock cancellation, timer + # error, unexpected internal failure), surfacing that exception + # instead of `first_exc` would mask the actual DB transport problem + # in `failure_handler` / `db_exceptions` alerts. Chain the reconnect + # error as the cause for debuggability without losing the original. + try: + did_reconnect = await prisma_client.attempt_db_reconnect( + reason=reason, + timeout_seconds=resolved_timeout, + lock_timeout_seconds=resolved_lock_timeout, + ) + except Exception as reconnect_exc: + verbose_proxy_logger.warning( + "DB reconnect attempt raised; preserving original transport error. " + "reason=%s reconnect_error=%s", + reason, + reconnect_exc, + ) + raise first_exc from reconnect_exc if not did_reconnect: raise diff --git a/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py b/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py index 22ccb02b7a..ae0e1f845b 100644 --- a/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py +++ b/tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py @@ -223,3 +223,33 @@ async def test_call_with_db_reconnect_retry_uses_auth_defaults_when_unset(): call_kwargs = client.attempt_db_reconnect.await_args.kwargs assert call_kwargs["timeout_seconds"] == 3.0 assert call_kwargs["lock_timeout_seconds"] == 0.5 + + +@pytest.mark.asyncio +async def test_call_with_db_reconnect_retry_preserves_original_error_when_reconnect_raises(): + """If `attempt_db_reconnect` itself raises (lock cancellation, timer + error, unexpected internal failure), the helper must surface the + *original* transport error to telemetry — not the reconnect exception. + Otherwise `failure_handler` / `db_exceptions` alerts log the wrong + error string and the actual DB transport problem becomes invisible. + + The reconnect error is chained as the `__cause__` for debuggability.""" + client = MagicMock() + reconnect_exc = RuntimeError("simulated reconnect lock cancellation") + client.attempt_db_reconnect = AsyncMock(side_effect=reconnect_exc) + client._db_auth_reconnect_timeout_seconds = 2.0 + client._db_auth_reconnect_lock_timeout_seconds = 0.1 + + original_exc = httpx.ReadError("transport blip") + + async def _factory(): + raise original_exc + + with pytest.raises(httpx.ReadError) as exc_info: + await call_with_db_reconnect_retry( + client, _factory, reason="reconnect_itself_raises" + ) + + assert exc_info.value is original_exc + assert exc_info.value.__cause__ is reconnect_exc + client.attempt_db_reconnect.assert_awaited_once() From 06d9a694441cdf399f86be26e441fbca42a03df6 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Tue, 28 Apr 2026 23:57:28 -0700 Subject: [PATCH 34/80] docs(proxy): clarify _kill_engine_process is on the routine reconnect path MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Greptile review on #26225 (P2): the docstring said "Called when disconnect() fails", and the SIGTERM warning log read "after failed disconnect", but both were stale — `_kill_engine_process` is now invoked on every routine reconnect (via the unified `recreate_prisma_client` path), not as a disconnect-failure recovery branch. The misleading wording would have produced confusing log lines on every reconnect cycle in production. Update the docstring to explain the actual reason (avoiding the blocking `disconnect()` event-loop freeze) and reword the SIGTERM warning to "during reconnect" so it matches reality. No behavior change; logs only. --- litellm/proxy/db/prisma_client.py | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/litellm/proxy/db/prisma_client.py b/litellm/proxy/db/prisma_client.py index a8942f92a1..d112e22230 100644 --- a/litellm/proxy/db/prisma_client.py +++ b/litellm/proxy/db/prisma_client.py @@ -61,11 +61,16 @@ class PrismaWrapper: @staticmethod async def _kill_engine_process(pid: int) -> None: - """Force-kill an orphaned engine subprocess to prevent DB connection pool leaks. + """Force-kill the engine subprocess to prevent DB connection pool leaks. - Called when disconnect() fails and the old engine process may still be - holding open connections. Sends SIGTERM for graceful shutdown, waits - briefly, then SIGKILL as a backstop. + Called on every reconnect (in `recreate_prisma_client`) to retire the + old query-engine subprocess without invoking prisma-client-py's + synchronous `disconnect()` — which blocks the asyncio event loop on + `subprocess.Popen.wait()` for 30-120+ seconds when the engine is + stuck on TCP close. + + Sends SIGTERM for graceful shutdown, waits briefly, then SIGKILL as + a backstop. """ if pid <= 0: return @@ -74,7 +79,7 @@ class PrismaWrapper: except (ProcessLookupError, PermissionError, OSError): return # Already dead or inaccessible verbose_proxy_logger.warning( - "Sent SIGTERM to orphaned prisma-query-engine PID %s after failed disconnect.", + "Sent SIGTERM to prisma-query-engine PID %s during reconnect.", pid, ) # Brief wait for graceful shutdown, then force-kill From 4b03cb68a2f07650aaf66f51fc918888428b44ca Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 12:29:20 +0530 Subject: [PATCH 35/80] feat(proxy): move search tool access to object permissions Store search tool allowlists only on object permissions, wire auth/management/UI flows to object_permission.search_tools, and remove legacy team-metadata search credential code and tests. Made-with: Cursor --- docs/my-website/docs/proxy/team_budgets.md | 58 -------- .../migration.sql | 6 + .../litellm_proxy_extras/schema.prisma | 1 + litellm/proxy/_types.py | 26 +--- litellm/proxy/auth/auth_checks.py | 20 ++- .../key_management_endpoints.py | 9 ++ .../object_permission_utils.py | 45 ++++++ litellm/proxy/schema.prisma | 3 +- litellm/proxy/search_endpoints/endpoints.py | 13 +- litellm/router_utils/search_api_router.py | 55 +------- schema.prisma | 1 + .../test_object_permission_utils.py | 50 +++++++ .../test_team_search_credentials.py | 133 ------------------ ui/litellm-dashboard/next.config.mjs | 5 + .../components/modals/CreateTeamModal.tsx | 99 +++++++------ .../src/components/OldTeams.tsx | 100 ++++++------- .../SearchTools/SearchToolSelector.tsx | 69 +++++++++ .../src/components/molecules/filter.tsx | 1 + .../components/object_permissions_view.tsx | 12 ++ .../src/components/team/TeamInfo.tsx | 67 ++++----- .../src/components/view_logs/index.tsx | 7 +- .../view_logs/log_filter_logic.test.tsx | 46 ++++++ .../components/view_logs/log_filter_logic.tsx | 15 +- 23 files changed, 424 insertions(+), 417 deletions(-) delete mode 100644 docs/my-website/docs/proxy/team_budgets.md create mode 100644 litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql delete mode 100644 tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py create mode 100644 ui/litellm-dashboard/src/components/SearchTools/SearchToolSelector.tsx diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md deleted file mode 100644 index 47f3a832b0..0000000000 --- a/docs/my-website/docs/proxy/team_budgets.md +++ /dev/null @@ -1,58 +0,0 @@ -# Team Budgets and Search Cost Attribution - -When search requests are made through LiteLLM with a team-bound key, spend is attributed to that team. - -## Cost attribution for search - -Search calls (`search` / `asearch`) are logged with: - -- `metadata.user_api_key_team_id` -- spend rows in `LiteLLM_SpendLogs.team_id` - -This means each team's search usage can be queried independently even when using the same model/provider family. - -## Why per-team search keys matter - -Using one shared Tavily key makes upstream provider billing opaque by team. -With team-specific provider keys: - -- provider-side billing is isolated per team -- LiteLLM spend logs still aggregate by team id -- finance can reconcile provider invoices + LiteLLM spend logs - -## Recommended setup - -1. Issue per-team virtual keys in LiteLLM. -2. Configure `metadata.search_provider_config` per team. -3. Keep a fallback tool-level key only for teams without explicit config. - -## Example team update - -```bash -curl -X POST "http://localhost:4000/team/update" \ - -H "Authorization: Bearer sk-admin-key" \ - -H "Content-Type: application/json" \ - -d '{ - "team_id": "team-research", - "metadata": { - "search_provider_config": { - "tavily": { - "api_key": "tvly-research-key" - }, - "perplexity": { - "api_key": "pplx-research-key" - } - } - } - }' -``` - -## Example spend query - -```sql -SELECT team_id, call_type, SUM(spend) AS total_spend, COUNT(*) AS requests -FROM "LiteLLM_SpendLogs" -WHERE call_type IN ('search', 'asearch') -GROUP BY team_id, call_type -ORDER BY total_spend DESC; -``` diff --git a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql new file mode 100644 index 0000000000..ebbbf6dcd0 --- /dev/null +++ b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql @@ -0,0 +1,6 @@ +-- Search tool allowlists live on LiteLLM_ObjectPermissionTable (with agents, MCP, vector stores). +ALTER TABLE "LiteLLM_ObjectPermissionTable" ADD COLUMN IF NOT EXISTS "search_tools" TEXT[] DEFAULT ARRAY[]::TEXT[]; + +-- Unshipped columns: drop if present (e.g. local DBs that had previous Prisma migrate). +ALTER TABLE "LiteLLM_TeamTable" DROP COLUMN IF EXISTS "allowed_search_tools"; +ALTER TABLE "LiteLLM_VerificationToken" DROP COLUMN IF EXISTS "allowed_search_tools"; diff --git a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma index 8f07c5afa3..6c6a2be77b 100644 --- a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma +++ b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma @@ -277,6 +277,7 @@ model LiteLLM_ObjectPermissionTable { models String[] @default([]) blocked_tools String[] @default([]) // Tool names blocked for any key/team/user with this permission mcp_toolsets String[] @default([]) // Toolset IDs granted to this key/team/user + search_tools String[] @default([]) // search_tool_name values this key/team/user may call teams LiteLLM_TeamTable[] projects LiteLLM_ProjectTable[] verification_tokens LiteLLM_VerificationToken[] diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index b0c8f54af4..fd4d4df241 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -904,6 +904,7 @@ class LiteLLM_ObjectPermissionBase(LiteLLMPydanticObjectBase): agents: Optional[List[str]] = None agent_access_groups: Optional[List[str]] = None models: Optional[List[str]] = None + search_tools: Optional[List[str]] = None class BudgetLimitEntry(LiteLLMPydanticObjectBase): @@ -1695,28 +1696,6 @@ class OrgMember(MemberBase): ] -class SearchProviderCredentials(LiteLLMPydanticObjectBase): - """ - Per-team credentials for a search provider. - """ - - api_key: Optional[str] = None - api_base: Optional[str] = None - - -class TeamSearchProviderConfig(LiteLLMPydanticObjectBase): - """ - Structured team-level search provider credentials. - Stored in team metadata under `search_provider_config`. - """ - - tavily: Optional[SearchProviderCredentials] = None - perplexity: Optional[SearchProviderCredentials] = None - brave: Optional[SearchProviderCredentials] = None - exa: Optional[SearchProviderCredentials] = None - serper: Optional[SearchProviderCredentials] = None - - class TeamBase(LiteLLMPydanticObjectBase): team_alias: Optional[str] = None team_id: Optional[str] = None @@ -1738,7 +1717,6 @@ class TeamBase(LiteLLMPydanticObjectBase): ) models: list = [] - allowed_search_tools: list = [] # list of search_tool_name values team can access blocked: bool = False router_settings: Optional[dict] = None access_group_ids: Optional[List[str]] = None @@ -1957,6 +1935,7 @@ class LiteLLM_ObjectPermissionTable(LiteLLMPydanticObjectBase): agent_access_groups: Optional[List[str]] = [] mcp_toolsets: Optional[List[str]] = None blocked_tools: Optional[List[str]] = [] + search_tools: Optional[List[str]] = [] class LiteLLM_TeamTable(TeamBase): @@ -2445,7 +2424,6 @@ class LiteLLM_VerificationToken(LiteLLMPydanticObjectBase): max_budget: Optional[float] = None expires: Optional[Union[str, datetime]] = None models: List = [] - allowed_search_tools: List = [] # list of search_tool_name values key can access aliases: Dict = {} config: Dict = {} user_id: Optional[str] = None diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index 7f37783595..0f87bb3506 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -2962,6 +2962,18 @@ async def can_user_call_model( ) +def _search_tool_names_from_object_permission( + object_permission: Optional[LiteLLM_ObjectPermissionTable], +) -> List[str]: + """Return allowlisted search tool names from object_permission (empty = unrestricted).""" + if object_permission is None: + return [] + raw = object_permission.search_tools + if not raw: + return [] + return list(raw) + + def _can_object_call_search_tool( search_tool_name: str, allowed_search_tools: List[str], @@ -3022,7 +3034,9 @@ async def can_key_call_search_tool( """ return _can_object_call_search_tool( search_tool_name=search_tool_name, - allowed_search_tools=valid_token.allowed_search_tools or [], + allowed_search_tools=_search_tool_names_from_object_permission( + valid_token.object_permission + ), object_type="key", ) @@ -3051,7 +3065,9 @@ async def can_team_call_search_tool( return _can_object_call_search_tool( search_tool_name=search_tool_name, - allowed_search_tools=team_object.allowed_search_tools or [], + allowed_search_tools=_search_tool_names_from_object_permission( + team_object.object_permission + ), object_type="team", ) diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index a424f1558f..8129fb0de5 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -65,6 +65,7 @@ from litellm.proxy.management_helpers.object_permission_utils import ( attach_object_permission_to_dict, handle_update_object_permission_common, validate_key_mcp_servers_against_team, + validate_key_search_tools_against_team, ) from litellm.proxy.management_helpers.team_member_permission_checks import ( TeamMemberPermissionChecks, @@ -768,6 +769,10 @@ async def _common_key_generation_helper( # noqa: PLR0915 object_permission=data_json.get("object_permission"), team_obj=team_table, ) + await validate_key_search_tools_against_team( + object_permission=data_json.get("object_permission"), + team_obj=team_table, + ) data_json = await _set_object_permission( data_json=data_json, @@ -2010,6 +2015,10 @@ async def _validate_mcp_servers_for_key_update( object_permission=object_permission_dict, team_obj=effective_team_obj, ) + await validate_key_search_tools_against_team( + object_permission=object_permission_dict, + team_obj=effective_team_obj, + ) async def _validate_update_key_data( diff --git a/litellm/proxy/management_helpers/object_permission_utils.py b/litellm/proxy/management_helpers/object_permission_utils.py index 410f636693..73ba3e97bb 100644 --- a/litellm/proxy/management_helpers/object_permission_utils.py +++ b/litellm/proxy/management_helpers/object_permission_utils.py @@ -400,3 +400,48 @@ async def validate_key_mcp_servers_against_team( ) }, ) + + +def _extract_requested_search_tools(object_permission: Optional[dict]) -> List[str]: + """Return search_tool_name values from a key's object_permission dict.""" + if not object_permission or not isinstance(object_permission, dict): + return [] + raw = object_permission.get("search_tools") + if not isinstance(raw, list): + return [] + return [str(x) for x in raw if x] + + +async def validate_key_search_tools_against_team( + object_permission: Optional[dict], + team_obj: Optional["LiteLLM_TeamTableCachedObj"], +) -> None: + """ + Validate key object_permission.search_tools is a subset of the team's allowlist. + + Empty team allowlist means no restriction at team layer (skip). + """ + requested = _extract_requested_search_tools(object_permission) + if not requested: + return + + team_tools: List[str] = [] + if team_obj is not None and team_obj.object_permission is not None: + st = team_obj.object_permission.search_tools + if st: + team_tools = list(st) + + if not team_tools: + return + + disallowed = set(requested) - set(team_tools) + if disallowed: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, + detail={ + "error": ( + f"Key requests search tools not allowed by team '{team_obj.team_id}': " + f"{sorted(disallowed)}. Team allows: {sorted(team_tools)}." + ) + }, + ) diff --git a/litellm/proxy/schema.prisma b/litellm/proxy/schema.prisma index 558b4433c2..6c6a2be77b 100644 --- a/litellm/proxy/schema.prisma +++ b/litellm/proxy/schema.prisma @@ -127,7 +127,6 @@ model LiteLLM_TeamTable { soft_budget Float? spend Float @default(0.0) models String[] - allowed_search_tools String[] @default([]) // search_tool_name values team can access max_parallel_requests Int? tpm_limit BigInt? rpm_limit BigInt? @@ -278,6 +277,7 @@ model LiteLLM_ObjectPermissionTable { models String[] @default([]) blocked_tools String[] @default([]) // Tool names blocked for any key/team/user with this permission mcp_toolsets String[] @default([]) // Toolset IDs granted to this key/team/user + search_tools String[] @default([]) // search_tool_name values this key/team/user may call teams LiteLLM_TeamTable[] projects LiteLLM_ProjectTable[] verification_tokens LiteLLM_VerificationToken[] @@ -370,7 +370,6 @@ model LiteLLM_VerificationToken { spend Float @default(0.0) expires DateTime? models String[] - allowed_search_tools String[] @default([]) // search_tool_name values key can access aliases Json @default("{}") config Json @default("{}") router_settings Json? @default("{}") diff --git a/litellm/proxy/search_endpoints/endpoints.py b/litellm/proxy/search_endpoints/endpoints.py index 3d79afc7cf..15ed858b98 100644 --- a/litellm/proxy/search_endpoints/endpoints.py +++ b/litellm/proxy/search_endpoints/endpoints.py @@ -152,11 +152,18 @@ async def search( # Check team-level access if key is associated with a team if user_api_key_dict.team_id: + from litellm.proxy.proxy_server import ( + prisma_client, + proxy_logging_obj, + user_api_key_cache, + ) + team_object = await get_team_object( team_id=user_api_key_dict.team_id, - user_api_key_cache=None, # Will use internal cache - parent_otel_span=None, - proxy_logging_obj=None, + prisma_client=prisma_client, + user_api_key_cache=user_api_key_cache, + parent_otel_span=user_api_key_dict.parent_otel_span, + proxy_logging_obj=proxy_logging_obj, ) await can_team_call_search_tool( search_tool_name=search_tool_name_value, diff --git a/litellm/router_utils/search_api_router.py b/litellm/router_utils/search_api_router.py index 4db337a420..daea3c1370 100644 --- a/litellm/router_utils/search_api_router.py +++ b/litellm/router_utils/search_api_router.py @@ -10,7 +10,6 @@ import traceback from functools import partial from typing import Any, Callable, Dict, Optional, Tuple -import litellm from litellm._logging import verbose_router_logger @@ -21,39 +20,11 @@ class SearchAPIRouter: Provides methods for search tool selection, load balancing, and fallback handling. """ - @staticmethod - def _get_team_config_from_default_settings( - team_id: Optional[str], - ) -> Optional[Dict[str, Any]]: - """ - Resolve team config from litellm.default_team_settings. - - This allows search requests to read per-team settings from proxy config - (YAML) similar to completion paths that use ProxyConfig.load_team_config(). - """ - if not team_id: - return None - - default_team_settings = getattr(litellm, "default_team_settings", None) - if not isinstance(default_team_settings, list): - return None - - for team_setting in default_team_settings: - if ( - isinstance(team_setting, dict) - and team_setting.get("team_id") == team_id - ): - return team_setting - return None - @staticmethod def _resolve_search_provider_credentials( *, search_provider: str, tool_litellm_params: Dict[str, Any], - request_metadata: Optional[Dict[str, Any]] = None, - team_metadata: Optional[Dict[str, Any]] = None, - team_config: Optional[Dict[str, Any]] = None, ) -> Tuple[Optional[str], Optional[str]]: """ Resolve search provider credentials from tool configuration ONLY. @@ -255,37 +226,13 @@ class SearchAPIRouter: f"search_provider not found in litellm_params for search tool '{search_tool_name}'" ) - request_metadata = kwargs.get("metadata") - litellm_metadata = kwargs.get("litellm_metadata") - if not isinstance(request_metadata, dict) and isinstance( - litellm_metadata, dict - ): - request_metadata = litellm_metadata - - team_metadata = {} - team_id: Optional[str] = None - if isinstance(request_metadata, dict): - _team_metadata = request_metadata.get("user_api_key_team_metadata") - if isinstance(_team_metadata, dict): - team_metadata = _team_metadata - _team_id = request_metadata.get("user_api_key_team_id") - if isinstance(_team_id, str): - team_id = _team_id - - team_config = SearchAPIRouter._get_team_config_from_default_settings( - team_id=team_id - ) - api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( search_provider=search_provider, tool_litellm_params=litellm_params, - request_metadata=request_metadata, - team_metadata=team_metadata, - team_config=team_config, ) verbose_router_logger.debug( - f"Selected search tool with provider: {search_provider}, team_id={team_id}" + f"Selected search tool with provider: {search_provider}" ) # Call the original search function with the provider config diff --git a/schema.prisma b/schema.prisma index 8f07c5afa3..6c6a2be77b 100644 --- a/schema.prisma +++ b/schema.prisma @@ -277,6 +277,7 @@ model LiteLLM_ObjectPermissionTable { models String[] @default([]) blocked_tools String[] @default([]) // Tool names blocked for any key/team/user with this permission mcp_toolsets String[] @default([]) // Toolset IDs granted to this key/team/user + search_tools String[] @default([]) // search_tool_name values this key/team/user may call teams LiteLLM_TeamTable[] projects LiteLLM_ProjectTable[] verification_tokens LiteLLM_VerificationToken[] diff --git a/tests/test_litellm/proxy/management_helpers/test_object_permission_utils.py b/tests/test_litellm/proxy/management_helpers/test_object_permission_utils.py index 1b157a2f6b..b36383dfd9 100644 --- a/tests/test_litellm/proxy/management_helpers/test_object_permission_utils.py +++ b/tests/test_litellm/proxy/management_helpers/test_object_permission_utils.py @@ -16,6 +16,7 @@ from litellm.proxy.management_helpers.object_permission_utils import ( _resolve_team_allowed_mcp_servers, _set_object_permission, validate_key_mcp_servers_against_team, + validate_key_search_tools_against_team, ) @@ -453,3 +454,52 @@ async def test_resolve_team_allowed_mcp_servers_dict_tool_permissions( result = await _resolve_team_allowed_mcp_servers(mock_perm) assert result == {"server-a"} + + +# ---- Tests for validate_key_search_tools_against_team ---- + + +def _make_team_obj_search(team_id="team-1", search_tools=None): + mock_team = MagicMock() + mock_team.team_id = team_id + if search_tools is not None: + mock_team.object_permission = MagicMock(spec=LiteLLM_ObjectPermissionTable) + mock_team.object_permission.search_tools = search_tools + else: + mock_team.object_permission = None + return mock_team + + +@pytest.mark.asyncio +async def test_validate_search_tools_no_key_request(): + await validate_key_search_tools_against_team( + object_permission=None, + team_obj=_make_team_obj_search(search_tools=["t1"]), + ) + + +@pytest.mark.asyncio +async def test_validate_search_tools_team_unrestricted(): + """Empty team search allowlist means unrestricted — key subset check skipped.""" + await validate_key_search_tools_against_team( + object_permission={"search_tools": ["any-tool"]}, + team_obj=_make_team_obj_search(search_tools=[]), + ) + + +@pytest.mark.asyncio +async def test_validate_search_tools_subset_ok(): + await validate_key_search_tools_against_team( + object_permission={"search_tools": ["t1"]}, + team_obj=_make_team_obj_search(search_tools=["t1", "t2"]), + ) + + +@pytest.mark.asyncio +async def test_validate_search_tools_raises_when_not_subset(): + with pytest.raises(HTTPException) as exc: + await validate_key_search_tools_against_team( + object_permission={"search_tools": ["bad"]}, + team_obj=_make_team_obj_search(search_tools=["t1"]), + ) + assert exc.value.status_code == 403 diff --git a/tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py b/tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py deleted file mode 100644 index eab167fb75..0000000000 --- a/tests/test_litellm/proxy/search_endpoints/test_team_search_credentials.py +++ /dev/null @@ -1,133 +0,0 @@ -import os -import sys -from unittest.mock import patch - -import pytest -from fastapi.testclient import TestClient - -sys.path.insert(0, os.path.abspath("../../../../..")) - -from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth -from litellm.proxy.auth.user_api_key_auth import user_api_key_auth -from litellm.proxy.proxy_server import app -from litellm.router_utils.search_api_router import SearchAPIRouter - - -def test_resolve_credentials_team_metadata_overrides_tool_params(): - api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( - search_provider="tavily", - tool_litellm_params={ - "api_key": "tool-key", - "api_base": "https://tool.example.com", - }, - team_metadata={ - "search_provider_config": { - "tavily": { - "api_key": "team-key", - "api_base": "https://team.example.com", - } - } - }, - ) - assert api_key == "team-key" - assert api_base == "https://team.example.com" - - -def test_resolve_credentials_request_metadata_has_highest_precedence(): - api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( - search_provider="tavily", - tool_litellm_params={ - "api_key": "tool-key", - "api_base": "https://tool.example.com", - }, - request_metadata={ - "search_provider_config": { - "tavily": { - "api_key": "request-key", - "api_base": "https://request.example.com", - } - } - }, - team_metadata={ - "search_provider_config": { - "tavily": { - "api_key": "team-key", - "api_base": "https://team.example.com", - } - } - }, - ) - assert api_key == "request-key" - assert api_base == "https://request.example.com" - - -def test_resolve_credentials_from_default_team_settings(): - with patch( - "litellm.default_team_settings", - [ - { - "team_id": "team-a", - "search_provider_config": { - "tavily": { - "api_key": "team-settings-key", - "api_base": "https://team-settings.example.com", - } - }, - } - ], - ): - team_config = SearchAPIRouter._get_team_config_from_default_settings("team-a") - api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( - search_provider="tavily", - tool_litellm_params={}, - team_config=team_config, - ) - assert api_key == "team-settings-key" - assert api_base == "https://team-settings.example.com" - - -@pytest.mark.asyncio -async def test_search_endpoint_injects_team_metadata(): - captured_metadata = {} - - async def _mock_process(self, **kwargs): - nonlocal captured_metadata - captured_metadata = self.data.get("metadata", {}) - return {"object": "search", "results": []} - - app.dependency_overrides[user_api_key_auth] = lambda: UserAPIKeyAuth( - user_role=LitellmUserRoles.PROXY_ADMIN, - user_id="admin-user", - team_id="team-test", - team_metadata={ - "search_provider_config": { - "tavily": {"api_key": "team-test-key"}, - } - }, - ) - - try: - with patch( - "litellm.proxy.common_request_processing.ProxyBaseLLMRequestProcessing.base_process_llm_request", - new=_mock_process, - ): - client = TestClient(app) - response = client.post( - "/v1/search", - json={ - "search_tool_name": "tool-a", - "search_provider": "tavily", - "query": "latest ai news", - }, - ) - assert response.status_code == 200 - assert captured_metadata.get("user_api_key_team_id") == "team-test" - assert ( - captured_metadata.get("user_api_key_team_metadata", {}) - .get("search_provider_config", {}) - .get("tavily", {}) - .get("api_key") - == "team-test-key" - ) - finally: - app.dependency_overrides.pop(user_api_key_auth, None) diff --git a/ui/litellm-dashboard/next.config.mjs b/ui/litellm-dashboard/next.config.mjs index bdf492de33..cfaeb24dc5 100644 --- a/ui/litellm-dashboard/next.config.mjs +++ b/ui/litellm-dashboard/next.config.mjs @@ -7,6 +7,11 @@ const __dirname = path.dirname(__filename); const nextConfig = { output: "export", + // Required with output: "export" — default image optimizer runs only in server mode. + // See https://nextjs.org/docs/messages/export-image-api + images: { + unoptimized: true, + }, basePath: "", assetPrefix: "/litellm-asset-prefix", turbopack: { diff --git a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx index 2e14897792..1a8c6632a0 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/modals/CreateTeamModal.tsx @@ -17,7 +17,6 @@ import { useQueryClient } from "@tanstack/react-query"; import NotificationsManager from "@/components/molecules/notifications_manager"; import { fetchMCPAccessGroups, - fetchSearchTools, getGuardrailsList, getPoliciesList, Organization, @@ -27,6 +26,7 @@ import { import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; import { organizationKeys } from "@/app/(dashboard)/hooks/organizations/useOrganizations"; import MCPToolPermissions from "@/components/mcp_server_management/MCPToolPermissions"; +import SearchToolSelector from "@/components/SearchTools/SearchToolSelector"; interface ModelAliases { [key: string]: string; @@ -88,7 +88,6 @@ const CreateTeamModal = ({ const [modelsToPick, setModelsToPick] = useState([]); const [guardrailsList, setGuardrailsList] = useState([]); const [policiesList, setPoliciesList] = useState([]); - const [searchToolNames, setSearchToolNames] = useState([]); const [mcpAccessGroups, setMcpAccessGroups] = useState([]); const [mcpAccessGroupsLoaded, setMcpAccessGroupsLoaded] = useState(false); @@ -167,24 +166,6 @@ const CreateTeamModal = ({ fetchPolicies(); }, [accessToken]); - useEffect(() => { - const loadSearchTools = async () => { - try { - if (!accessToken) return; - const response = await fetchSearchTools(accessToken); - const tools = Array.isArray(response?.data) ? response.data : []; - setSearchToolNames( - tools - .map((tool: any) => tool?.search_tool_name) - .filter((name: unknown): name is string => typeof name === "string" && name.length > 0), - ); - } catch (error) { - console.error("Failed to fetch search tools for team create modal:", error); - } - }; - loadSearchTools(); - }, [accessToken]); - const handleCreate = async (formValues: Record) => { try { console.log(`formValues: ${JSON.stringify(formValues)}`); @@ -239,15 +220,27 @@ const CreateTeamModal = ({ } } - // Transform allowed_vector_store_ids and allowed_mcp_servers_and_groups into object_permission + // Transform integrations into object_permission (vector stores, MCP, agents, search tools) + const hasAgents = + formValues.allowed_agents_and_groups && + ((formValues.allowed_agents_and_groups.agents?.length ?? 0) > 0 || + (formValues.allowed_agents_and_groups.accessGroups?.length ?? 0) > 0); + const hasSearchTools = + Array.isArray(formValues.object_permission_search_tools) && + formValues.object_permission_search_tools.length > 0; + if ( (formValues.allowed_vector_store_ids && formValues.allowed_vector_store_ids.length > 0) || (formValues.allowed_mcp_servers_and_groups && (formValues.allowed_mcp_servers_and_groups.servers?.length > 0 || formValues.allowed_mcp_servers_and_groups.accessGroups?.length > 0 || - formValues.allowed_mcp_servers_and_groups.toolPermissions)) + formValues.allowed_mcp_servers_and_groups.toolPermissions)) || + hasAgents || + hasSearchTools ) { - formValues.object_permission = {}; + if (!formValues.object_permission) { + formValues.object_permission = {}; + } if (formValues.allowed_vector_store_ids && formValues.allowed_vector_store_ids.length > 0) { formValues.object_permission.vector_stores = formValues.allowed_vector_store_ids; delete formValues.allowed_vector_store_ids; @@ -265,9 +258,6 @@ const CreateTeamModal = ({ // Add tool permissions separately if (formValues.mcp_tool_permissions && Object.keys(formValues.mcp_tool_permissions).length > 0) { - if (!formValues.object_permission) { - formValues.object_permission = {}; - } formValues.object_permission.mcp_tool_permissions = formValues.mcp_tool_permissions; delete formValues.mcp_tool_permissions; } @@ -275,9 +265,6 @@ const CreateTeamModal = ({ // Handle agent permissions if (formValues.allowed_agents_and_groups) { const { agents, accessGroups } = formValues.allowed_agents_and_groups; - if (!formValues.object_permission) { - formValues.object_permission = {}; - } if (agents && agents.length > 0) { formValues.object_permission.agents = agents; } @@ -286,6 +273,11 @@ const CreateTeamModal = ({ } delete formValues.allowed_agents_and_groups; } + + if (hasSearchTools) { + formValues.object_permission.search_tools = formValues.object_permission_search_tools; + delete formValues.object_permission_search_tools; + } } // Transform allowed_mcp_access_groups into object_permission @@ -422,27 +414,6 @@ const CreateTeamModal = ({ - - Allowed Search Tools{" "} - - - - - } - name="allowed_search_tools" - > - ({ label: name, value: name }))} - showSearch - optionFilterProp="label" - /> - - Team Member Settings @@ -777,6 +748,34 @@ const CreateTeamModal = ({ + + + Search Tool Settings + + + + Allowed Search Tools{" "} + + + + + } + name="object_permission_search_tools" + className="mt-4" + help="Restrict which configured search tools keys on this team may call." + > + form.setFieldValue("object_permission_search_tools", vals)} + value={form.getFieldValue("object_permission_search_tools")} + accessToken={accessToken || ""} + placeholder="Select search tools (optional, empty = all allowed)" + /> + + + + Logging Settings diff --git a/ui/litellm-dashboard/src/components/OldTeams.tsx b/ui/litellm-dashboard/src/components/OldTeams.tsx index c7f39c0dcd..4edc1bd044 100644 --- a/ui/litellm-dashboard/src/components/OldTeams.tsx +++ b/ui/litellm-dashboard/src/components/OldTeams.tsx @@ -60,13 +60,13 @@ import NotificationsManager from "./molecules/notifications_manager"; import { Organization, fetchMCPAccessGroups, - fetchSearchTools, getGuardrailsList, getPoliciesList, teamDeleteCall, } from "./networking"; import NumericalInput from "./shared/numerical_input"; import VectorStoreSelector from "./vector_store_management/VectorStoreSelector"; +import SearchToolSelector from "./SearchTools/SearchToolSelector"; interface TeamProps { teams: Team[] | null; @@ -274,7 +274,6 @@ const Teams: React.FC = ({ // Add this state near the other useState declarations const [guardrailsList, setGuardrailsList] = useState([]); const [policiesList, setPoliciesList] = useState([]); - const [searchToolNames, setSearchToolNames] = useState([]); const [loggingSettings, setLoggingSettings] = useState([]); const [mcpAccessGroups, setMcpAccessGroups] = useState([]); const [mcpAccessGroupsLoaded, setMcpAccessGroupsLoaded] = useState(false); @@ -342,24 +341,6 @@ const Teams: React.FC = ({ fetchPolicies(); }, [accessToken]); - useEffect(() => { - const loadSearchTools = async () => { - try { - if (!accessToken) return; - const response = await fetchSearchTools(accessToken); - const tools = Array.isArray(response?.data) ? response.data : []; - setSearchToolNames( - tools - .map((tool: any) => tool?.search_tool_name) - .filter((name: unknown): name is string => typeof name === "string" && name.length > 0), - ); - } catch (error) { - console.error("Failed to fetch search tools:", error); - } - }; - loadSearchTools(); - }, [accessToken]); - const fetchMcpAccessGroups = async () => { try { if (accessToken == null) { @@ -531,15 +512,27 @@ const Teams: React.FC = ({ } } - // Transform allowed_vector_store_ids and allowed_mcp_servers_and_groups into object_permission + // Transform integrations into object_permission + const hasAgents = + formValues.allowed_agents_and_groups && + ((formValues.allowed_agents_and_groups.agents?.length ?? 0) > 0 || + (formValues.allowed_agents_and_groups.accessGroups?.length ?? 0) > 0); + const hasSearchTools = + Array.isArray(formValues.object_permission_search_tools) && + formValues.object_permission_search_tools.length > 0; + if ( (formValues.allowed_vector_store_ids && formValues.allowed_vector_store_ids.length > 0) || (formValues.allowed_mcp_servers_and_groups && (formValues.allowed_mcp_servers_and_groups.servers?.length > 0 || formValues.allowed_mcp_servers_and_groups.accessGroups?.length > 0 || - formValues.allowed_mcp_servers_and_groups.toolPermissions)) + formValues.allowed_mcp_servers_and_groups.toolPermissions)) || + hasAgents || + hasSearchTools ) { - formValues.object_permission = {}; + if (!formValues.object_permission) { + formValues.object_permission = {}; + } if (formValues.allowed_vector_store_ids && formValues.allowed_vector_store_ids.length > 0) { formValues.object_permission.vector_stores = formValues.allowed_vector_store_ids; delete formValues.allowed_vector_store_ids; @@ -555,11 +548,7 @@ const Teams: React.FC = ({ delete formValues.allowed_mcp_servers_and_groups; } - // Add tool permissions separately if (formValues.mcp_tool_permissions && Object.keys(formValues.mcp_tool_permissions).length > 0) { - if (!formValues.object_permission) { - formValues.object_permission = {}; - } formValues.object_permission.mcp_tool_permissions = formValues.mcp_tool_permissions; delete formValues.mcp_tool_permissions; } @@ -589,6 +578,14 @@ const Teams: React.FC = ({ delete formValues.allowed_agents_and_groups; } + if (hasSearchTools) { + if (!formValues.object_permission) { + formValues.object_permission = {}; + } + formValues.object_permission.search_tools = formValues.object_permission_search_tools; + delete formValues.object_permission_search_tools; + } + // Add model_aliases if any are defined if (Object.keys(modelAliases).length > 0) { formValues.model_aliases = modelAliases; @@ -1233,27 +1230,6 @@ const Teams: React.FC = ({ /> - - Allowed Search Tools{" "} - - - - - } - name="allowed_search_tools" - > - + ); +}; + +export default SearchToolSelector; diff --git a/ui/litellm-dashboard/src/components/molecules/filter.tsx b/ui/litellm-dashboard/src/components/molecules/filter.tsx index 34ff1983f3..29a55c1f03 100644 --- a/ui/litellm-dashboard/src/components/molecules/filter.tsx +++ b/ui/litellm-dashboard/src/components/molecules/filter.tsx @@ -141,6 +141,7 @@ const FilterComponent: React.FC = ({ "Error Message", "Key Hash", "Model", + "Public model / search tool", ]; return ( diff --git a/ui/litellm-dashboard/src/components/object_permissions_view.tsx b/ui/litellm-dashboard/src/components/object_permissions_view.tsx index 685467e1d3..92aa8679a4 100644 --- a/ui/litellm-dashboard/src/components/object_permissions_view.tsx +++ b/ui/litellm-dashboard/src/components/object_permissions_view.tsx @@ -13,6 +13,7 @@ interface ObjectPermission { vector_stores: string[]; agents?: string[]; agent_access_groups?: string[]; + search_tools?: string[]; } interface ObjectPermissionsViewProps { @@ -35,6 +36,7 @@ export function ObjectPermissionsView({ const mcpToolsets = objectPermission?.mcp_toolsets || []; const agents = objectPermission?.agents || []; const agentAccessGroups = objectPermission?.agent_access_groups || []; + const searchTools = objectPermission?.search_tools || []; const content = (
@@ -51,6 +53,16 @@ export function ObjectPermissionsView({ agentAccessGroups={agentAccessGroups} accessToken={accessToken} /> +
+ Search tools + {searchTools.length === 0 ? ( + + No restriction — all configured search tools are allowed for this team. + + ) : ( + {searchTools.join(", ")} + )} +
); diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index 6cdc4fc3a7..d2c00e5326 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -3,7 +3,6 @@ import { organizationKeys, useOrganizations } from "@/app/(dashboard)/hooks/orga import { useQueryClient } from "@tanstack/react-query"; import UserSearchModal from "@/components/common_components/user_search_modal"; import { - fetchSearchTools, getPoliciesList, getPolicyInfoWithGuardrails, Member, @@ -43,6 +42,7 @@ import { fetchMCPAccessGroups } from "../networking"; import ObjectPermissionsView from "../object_permissions_view"; import NumericalInput from "../shared/numerical_input"; import VectorStoreSelector from "../vector_store_management/VectorStoreSelector"; +import SearchToolSelector from "../SearchTools/SearchToolSelector"; import EditLoggingSettings from "./EditLoggingSettings"; import RouterSettingsAccordion, { RouterSettingsAccordionRef } from "../common_components/RouterSettingsAccordion"; import MemberModal from "./EditMembership"; @@ -103,7 +103,6 @@ export interface TeamData { } | null; created_at: string; access_group_ids?: string[]; - allowed_search_tools?: string[]; default_team_member_models?: string[]; access_group_models?: string[]; access_group_mcp_server_ids?: string[]; @@ -120,6 +119,7 @@ export interface TeamData { vector_stores: string[]; agents?: string[]; agent_access_groups?: string[]; + search_tools?: string[]; }; team_member_budget_table: { max_budget: number; @@ -193,7 +193,6 @@ const TeamInfoView: React.FC = ({ const { data: guardrailsData, isLoading: isGuardrailsLoading } = useGuardrails(); const globalGuardrailNames = guardrailsData?.globalGuardrailNames ?? new Set(); const [policiesList, setPoliciesList] = useState([]); - const [searchToolNames, setSearchToolNames] = useState([]); const [policyGuardrails, setPolicyGuardrails] = useState>({}); const [loadingPolicies, setLoadingPolicies] = useState(false); const [memberToDelete, setMemberToDelete] = useState(null); @@ -303,24 +302,6 @@ const TeamInfoView: React.FC = ({ fetchPolicies(); }, [accessToken]); - useEffect(() => { - const loadSearchTools = async () => { - try { - if (!accessToken) return; - const response = await fetchSearchTools(accessToken); - const tools = Array.isArray(response?.data) ? response.data : []; - setSearchToolNames( - tools - .map((tool: any) => tool?.search_tool_name) - .filter((name: unknown): name is string => typeof name === "string" && name.length > 0), - ); - } catch (error) { - console.error("Failed to fetch search tools in team info:", error); - } - }; - loadSearchTools(); - }, [accessToken]); - // Fetch resolved guardrails for all policies useEffect(() => { const fetchPolicyGuardrails = async () => { @@ -525,7 +506,6 @@ const TeamInfoView: React.FC = ({ team_id: teamId, team_alias: values.team_alias, models: values.models, - allowed_search_tools: values.allowed_search_tools || [], tpm_limit: sanitizeNumeric(values.tpm_limit), rpm_limit: sanitizeNumeric(values.rpm_limit), model_tpm_limit: modelTpmLimit, @@ -615,6 +595,10 @@ const TeamInfoView: React.FC = ({ updateData.object_permission.vector_stores = values.vector_stores; } + if (Array.isArray(values.object_permission_search_tools)) { + updateData.object_permission.search_tools = values.object_permission_search_tools; + } + // Pass access_group_ids to the update request if (values.access_group_ids !== undefined) { updateData.access_group_ids = values.access_group_ids; @@ -948,7 +932,7 @@ const TeamInfoView: React.FC = ({ models: info.models, tpm_limit: info.tpm_limit, rpm_limit: info.rpm_limit, - allowed_search_tools: info.allowed_search_tools || [], + object_permission_search_tools: info.object_permission?.search_tools || [], modelLimits: Array.from( new Set([ ...Object.keys(info.metadata?.model_tpm_limit ?? {}), @@ -1031,23 +1015,6 @@ const TeamInfoView: React.FC = ({ /> - - { expect(filters["Key Alias"]).toBe(""); expect(filters["Error Code"]).toBe(""); expect(filters["Error Message"]).toBe(""); + expect(filters["Public model / search tool"]).toBe(""); }); it("should return all logs when no filters are applied", () => { @@ -200,6 +201,51 @@ describe("useLogFilterLogic", () => { ); }); + it("should pass model param and filter search-tool rows by spend log model column", async () => { + const searchRows = [ + createLogEntry({ + request_id: "s1", + call_type: "asearch", + model: "tavily-marketing", + model_id: "", + team_id: "team-x", + }), + ]; + vi.mocked(uiSpendLogsCall).mockResolvedValue(createPaginatedResponse(searchRows)); + const logs = createPaginatedResponse([ + ...searchRows, + createLogEntry({ + request_id: "c1", + call_type: "chat", + model: "gpt-4o", + model_id: "mid-1", + team_id: "team-x", + }), + ]); + const { result } = renderHook(() => useLogFilterLogic({ ...defaultProps, logs }), { wrapper }); + + act(() => { + result.current.handleFilterChange({ "Public model / search tool": "tavily-marketing" }); + }); + + await waitFor( + () => { + expect(result.current.filteredLogs.data).toHaveLength(1); + expect(result.current.filteredLogs.data[0].model).toBe("tavily-marketing"); + expect(result.current.filteredLogs.data[0].call_type).toBe("asearch"); + }, + { timeout: 500 }, + ); + + expect(vi.mocked(uiSpendLogsCall)).toHaveBeenCalledWith( + expect.objectContaining({ + params: expect.objectContaining({ + model: "tavily-marketing", + }), + }), + ); + }); + it("should filter logs by api_key when Key Hash filter is set", async () => { const filteredLog = createLogEntry({ request_id: "req-1", api_key: "key-x" }); vi.mocked(uiSpendLogsCall).mockResolvedValue( diff --git a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx index a538872bfd..8f916999c1 100644 --- a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx @@ -9,11 +9,14 @@ import { defaultPageSize } from "../constants"; import { PaginatedResponse } from "."; import type { LogsSortField } from "./columns"; -const FILTER_KEYS = { +/** Spend log `model` column (LLM public model name or `search_tool_name` for /search). */ +export const FILTER_KEYS = { TEAM_ID: "Team ID", KEY_HASH: "Key Hash", REQUEST_ID: "Request ID", MODEL: "Model", + /** Exact match on LiteLLM_SpendLogs.model — use for search tools and public model names. */ + PUBLIC_MODEL_OR_SEARCH_TOOL: "Public model / search tool", USER_ID: "User ID", END_USER: "End User", STATUS: "Status", @@ -58,6 +61,7 @@ export function useLogFilterLogic({ [FILTER_KEYS.KEY_HASH]: "", [FILTER_KEYS.REQUEST_ID]: "", [FILTER_KEYS.MODEL]: "", + [FILTER_KEYS.PUBLIC_MODEL_OR_SEARCH_TOOL]: "", [FILTER_KEYS.USER_ID]: "", [FILTER_KEYS.END_USER]: "", [FILTER_KEYS.STATUS]: "", @@ -107,6 +111,7 @@ export function useLogFilterLogic({ end_user: filters[FILTER_KEYS.END_USER] || undefined, status_filter: filters[FILTER_KEYS.STATUS] || undefined, model_id: filters[FILTER_KEYS.MODEL] || undefined, + model: filters[FILTER_KEYS.PUBLIC_MODEL_OR_SEARCH_TOOL] || undefined, key_alias: filters[FILTER_KEYS.KEY_ALIAS] || undefined, error_code: filters[FILTER_KEYS.ERROR_CODE] || undefined, error_message: filters[FILTER_KEYS.ERROR_MESSAGE] || undefined, @@ -155,7 +160,8 @@ export function useLogFilterLogic({ filters[FILTER_KEYS.END_USER] || filters[FILTER_KEYS.ERROR_CODE] || filters[FILTER_KEYS.ERROR_MESSAGE] || - filters[FILTER_KEYS.MODEL] + filters[FILTER_KEYS.MODEL] || + filters[FILTER_KEYS.PUBLIC_MODEL_OR_SEARCH_TOOL] ), [filters], ); @@ -218,6 +224,11 @@ export function useLogFilterLogic({ filteredData = filteredData.filter((log) => log.model_id === filters[FILTER_KEYS.MODEL]); } + if (filters[FILTER_KEYS.PUBLIC_MODEL_OR_SEARCH_TOOL]) { + const m = filters[FILTER_KEYS.PUBLIC_MODEL_OR_SEARCH_TOOL]; + filteredData = filteredData.filter((log) => log.model === m); + } + if (filters[FILTER_KEYS.KEY_HASH]) { filteredData = filteredData.filter((log) => log.api_key === filters[FILTER_KEYS.KEY_HASH]); } From 814e785ffb7b680cb3e808beb0ef7b4538c61cae Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 12:29:56 +0530 Subject: [PATCH 36/80] Remove unused docs --- docs/my-website/docs/proxy/search.md | 92 ---- .../docs/proxy/search_tools_access.md | 439 ------------------ 2 files changed, 531 deletions(-) delete mode 100644 docs/my-website/docs/proxy/search.md delete mode 100644 docs/my-website/docs/proxy/search_tools_access.md diff --git a/docs/my-website/docs/proxy/search.md b/docs/my-website/docs/proxy/search.md deleted file mode 100644 index 65c431eb53..0000000000 --- a/docs/my-website/docs/proxy/search.md +++ /dev/null @@ -1,92 +0,0 @@ -# Search API - -LiteLLM supports team-aware search provider credentials for providers like Tavily, Perplexity, Brave, Exa, and Serper. - -## Per-team search provider configuration - -Set per-team credentials in team metadata: - -```json -{ - "search_provider_config": { - "tavily": { - "api_key": "tvly-team-a-key", - "api_base": "https://api.tavily.com" - }, - "perplexity": { - "api_key": "pplx-team-a-key" - } - } -} -``` - -Update via API: - -```bash -curl -X POST "http://localhost:4000/team/search_provider_config/update" \ - -H "Authorization: Bearer sk-admin-key" \ - -H "Content-Type: application/json" \ - -d '{ - "team_id": "team-a", - "provider": "tavily", - "api_key": "tvly-team-a-key", - "api_base": "https://api.tavily.com" - }' -``` - -## Request flow and precedence - -Search credentials resolve in this order: - -1. Request metadata: `metadata.search_provider_config.` -2. Team DB metadata: `user_api_key_team_metadata.search_provider_config.` -3. YAML team settings: `default_team_settings[].search_provider_config.` -4. Search tool config: `search_tools[].litellm_params` -5. Provider env fallback (`TAVILY_API_KEY`, etc.) - -## Calling search as an end-user - -The caller only uses their team-bound virtual key. - -```bash -curl -X POST "http://localhost:4000/v1/search" \ - -H "Authorization: Bearer sk-team-a-user-key" \ - -H "Content-Type: application/json" \ - -d '{ - "search_tool_name": "company-search", - "query": "latest AI news", - "max_results": 5 - }' -``` - -or with URL tool name: - -```bash -curl -X POST "http://localhost:4000/v1/search/company-search" \ - -H "Authorization: Bearer sk-team-a-user-key" \ - -H "Content-Type: application/json" \ - -d '{ - "query": "latest AI news", - "max_results": 5 - }' -``` - -## YAML examples - -```yaml -search_tools: - - search_tool_name: company-search - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_DEFAULT_API_KEY - -default_team_settings: - - team_id: team-a - search_provider_config: - tavily: - api_key: os.environ/TAVILY_TEAM_A_API_KEY - - team_id: team-b - search_provider_config: - tavily: - api_key: os.environ/TAVILY_TEAM_B_API_KEY -``` diff --git a/docs/my-website/docs/proxy/search_tools_access.md b/docs/my-website/docs/proxy/search_tools_access.md deleted file mode 100644 index 8c04735363..0000000000 --- a/docs/my-website/docs/proxy/search_tools_access.md +++ /dev/null @@ -1,439 +0,0 @@ -# Search Tools Access Control - -Control which teams and keys can access specific search tools using model-like allowlists. - -## Overview - -Search tools in LiteLLM Proxy use the same access control pattern as models: - -- **Team-level allowlist**: `allowed_search_tools` on teams -- **Key-level allowlist**: `allowed_search_tools` on keys -- **Tool-only credentials**: API keys stored ONLY in search tool configuration -- **Secure by default**: Credentials never exposed in team/key metadata - -## Quick Start - -### Step 1: Configure Search Tools - -Define search tools in your `proxy_server_config.yaml`: - -```yaml -search_tools: - - search_tool_name: perplexity-search - litellm_params: - search_provider: perplexity - api_key: os.environ/PERPLEXITYAI_API_KEY - - - search_tool_name: tavily-search - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_API_KEY - - - search_tool_name: tavily-marketing - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_MARKETING_API_KEY - - - search_tool_name: brave-search - litellm_params: - search_provider: brave - api_key: os.environ/BRAVE_API_KEY -``` - -### Step 2: Create Teams with Search Tool Access - -```bash -curl -X POST 'http://localhost:4000/team/new' \ - -H 'Authorization: Bearer ' \ - -H 'Content-Type: application/json' \ - -d '{ - "team_alias": "marketing-team", - "models": ["gpt-4"], - "allowed_search_tools": ["tavily-marketing", "perplexity-search"] - }' -``` - -### Step 3: Generate Keys for Teams - -```bash -curl -X POST 'http://localhost:4000/key/generate' \ - -H 'Authorization: Bearer ' \ - -H 'Content-Type: application/json' \ - -d '{ - "team_id": "", - "models": ["gpt-4"], - "allowed_search_tools": ["tavily-marketing"] - }' -``` - -### Step 4: Use Search Tools - -```bash -curl -X POST 'http://localhost:4000/v1/search/tavily-marketing' \ - -H 'Authorization: Bearer sk-...' \ - -d '{"query": "latest marketing trends"}' -``` - -## Access Control Rules - -### Authorization Flow - -```mermaid -flowchart TD - Request["/v1/search/tavily-search"] --> KeyCheck{Key has access?} - KeyCheck -->|No| Deny403[403 Forbidden] - KeyCheck -->|Yes| TeamCheck{Team has access?} - TeamCheck -->|No| Deny403 - TeamCheck -->|Yes| GetCreds[Get credentials from tool config] - GetCreds --> CallAPI[Call Tavily API] -``` - -### Allowlist Behavior - -| Allowlist Value | Behavior | -|----------------|----------| -| `[]` (empty) | Access to **all** search tools | -| `["tool-a", "tool-b"]` | Access only to `tool-a` and `tool-b` | -| Not set / `null` | Access to **all** search tools | - -### Examples - -**Example 1: Team restricts tools, key further restricts** - -```yaml -# Team allows 3 tools -team.allowed_search_tools = ["tavily", "perplexity", "brave"] - -# Key only allows 1 tool -key.allowed_search_tools = ["tavily"] - -# Result: Key can ONLY access "tavily" -``` - -**Example 2: Empty allowlists grant full access** - -```yaml -# Team allows all -team.allowed_search_tools = [] - -# Key allows all -key.allowed_search_tools = [] - -# Result: Key can access ANY search tool -``` - -**Example 3: Team blocks access even if key allows** - -```yaml -# Team restricts to perplexity -team.allowed_search_tools = ["perplexity"] - -# Key allows tavily -key.allowed_search_tools = ["tavily"] - -# Result: Access DENIED - team doesn't allow tavily -``` - -## Configuration Patterns - -### Pattern 1: Per-Team Search Tool Isolation - -Each team gets their own search tool with dedicated credentials: - -```yaml -search_tools: - - search_tool_name: tavily-team-a - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_TEAM_A_KEY - - - search_tool_name: tavily-team-b - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_TEAM_B_KEY -``` - -```bash -# Create teams with isolated tools -curl -X POST 'http://localhost:4000/team/new' \ - -H 'Authorization: Bearer ' \ - -d '{ - "team_alias": "team-a", - "allowed_search_tools": ["tavily-team-a"] - }' -``` - -**Benefits**: -- Complete cost isolation (different Tavily accounts) -- Separate rate limits per team -- Independent billing - -### Pattern 2: Shared Tools with Access Control - -Share search tools across teams with allowlist restrictions: - -```yaml -search_tools: - - search_tool_name: tavily-premium - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_PREMIUM_KEY - - - search_tool_name: perplexity-standard - litellm_params: - search_provider: perplexity - api_key: os.environ/PERPLEXITY_KEY -``` - -```bash -# Enterprise team gets premium tools -curl -X POST 'http://localhost:4000/team/new' \ - -d '{ - "team_alias": "enterprise", - "allowed_search_tools": ["tavily-premium", "perplexity-standard"] - }' - -# Regular team gets standard tools only -curl -X POST 'http://localhost:4000/team/new' \ - -d '{ - "team_alias": "standard", - "allowed_search_tools": ["perplexity-standard"] - }' -``` - -### Pattern 3: Open Access with Cost Tracking - -Allow all teams to access tools, track costs via `team_id`: - -```yaml -search_tools: - - search_tool_name: tavily-shared - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_SHARED_KEY -``` - -```bash -# Teams with empty allowlists can access all tools -curl -X POST 'http://localhost:4000/team/new' \ - -d '{ - "team_alias": "team-a", - "allowed_search_tools": [] - }' -``` - -Query spend by team: - -```sql -SELECT - team_id, - SUM(spend) as total_spend, - COUNT(*) as request_count -FROM "LiteLLM_SpendLogs" -WHERE call_type = 'search' - AND model LIKE 'tavily%' -GROUP BY team_id; -``` - -## Security Model - -### Credentials Storage - -**Secure**: Credentials stored ONLY in search tool configuration - -```yaml -# ✅ CORRECT - Credentials in tool config -search_tools: - - search_tool_name: tavily-search - litellm_params: - api_key: os.environ/TAVILY_API_KEY # Stored here -``` - -**Never in team/key metadata**: - -```json -{ - "team_id": "team-123", - "allowed_search_tools": ["tavily-search"], - "metadata": {} // ✅ No credentials here -} -``` - -### Access Control Only - -Teams and keys only specify **which tools** they can access, not credentials: - -```json -{ - "team": { - "allowed_search_tools": ["tool-a", "tool-b"] // Access control - }, - "key": { - "allowed_search_tools": ["tool-a"] // Access control - } -} -``` - -## API Reference - -### Create Team with Search Tools - -```bash -POST /team/new - -{ - "team_alias": "marketing", - "models": ["gpt-4"], - "allowed_search_tools": ["tavily-search", "perplexity-search"] -} -``` - -### Update Team Search Tools - -```bash -POST /team/update - -{ - "team_id": "team-123", - "allowed_search_tools": ["brave-search"] -} -``` - -### Generate Key with Search Tools - -```bash -POST /key/generate - -{ - "team_id": "team-123", - "models": ["gpt-4"], - "allowed_search_tools": ["tavily-search"] -} -``` - -### List Available Search Tools - -```bash -GET /v1/search/tools - -# Response: -{ - "object": "list", - "data": [ - { - "search_tool_name": "tavily-search", - "search_provider": "tavily" - } - ] -} -``` - -## Cost Attribution - -Search requests are automatically attributed to the team via `team_id` in spend logs: - -```sql -SELECT - team_id, - model as search_tool, - SUM(spend) as cost, - COUNT(*) as requests -FROM "LiteLLM_SpendLogs" -WHERE call_type = 'search' - AND created_at >= NOW() - INTERVAL '30 days' -GROUP BY team_id, model -ORDER BY cost DESC; -``` - -**Example output**: - -| team_id | search_tool | cost | requests | -|---------|-------------|------|----------| -| team-marketing | tavily-search | $45.20 | 904 | -| team-engineering | perplexity-search | $32.15 | 643 | -| team-research | brave-search | $8.50 | 170 | - -## Migration from Legacy Approach - -If you previously stored credentials in team metadata, migrate to the new approach: - -### Before (Insecure) - -```json -{ - "team": { - "metadata": { - "search_provider_config": { - "tavily": {"api_key": "tvly-..."} // ❌ Exposed - } - } - } -} -``` - -### After (Secure) - -```yaml -# 1. Move credentials to search tool config -search_tools: - - search_tool_name: tavily-marketing - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_MARKETING_KEY # ✅ Secure - -# 2. Update team with allowlist -team: - allowed_search_tools: ["tavily-marketing"] # ✅ Access control only -``` - -## Troubleshooting - -### 403 Forbidden Error - -```json -{ - "error": "Key not allowed to access search tool: tavily-search. - Allowed search tools: [perplexity-search]" -} -``` - -**Solution**: Add the search tool to key's `allowed_search_tools`: - -```bash -curl -X POST 'http://localhost:4000/key/update' \ - -d '{ - "key": "sk-...", - "allowed_search_tools": ["tavily-search", "perplexity-search"] - }' -``` - -### Search Tool Not Found - -```json -{"error": "Search tool not found: tavily-search"} -``` - -**Solution**: Add the search tool to your `proxy_server_config.yaml`: - -```yaml -search_tools: - - search_tool_name: tavily-search - litellm_params: - search_provider: tavily - api_key: os.environ/TAVILY_API_KEY -``` - -## Best Practices - -1. **Use descriptive tool names**: `tavily-marketing` vs `tavily-1` -2. **Empty allowlists for admins**: Grant full access to admin teams -3. **Restrict by role**: Marketing gets marketing tools, engineering gets code search -4. **Monitor costs per team**: Query spend logs regularly -5. **Rotate credentials in tools**: Update environment variables, not team metadata -6. **Start restrictive**: Add tools to allowlists as needed - -## Related - -- [Search API Reference](./search.md) -- [Team Management](./team_budgets.md) -- [Cost Tracking](./cost_tracking.md) From b5c60d88737de692507d55eecbd38d4bf46e0a95 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 12:30:10 +0530 Subject: [PATCH 37/80] Add migration script --- .../migration.sql | 4 ---- 1 file changed, 4 deletions(-) diff --git a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql index ebbbf6dcd0..bffdaaebc5 100644 --- a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql +++ b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429120000_search_tools_on_object_permission/migration.sql @@ -1,6 +1,2 @@ -- Search tool allowlists live on LiteLLM_ObjectPermissionTable (with agents, MCP, vector stores). ALTER TABLE "LiteLLM_ObjectPermissionTable" ADD COLUMN IF NOT EXISTS "search_tools" TEXT[] DEFAULT ARRAY[]::TEXT[]; - --- Unshipped columns: drop if present (e.g. local DBs that had previous Prisma migrate). -ALTER TABLE "LiteLLM_TeamTable" DROP COLUMN IF EXISTS "allowed_search_tools"; -ALTER TABLE "LiteLLM_VerificationToken" DROP COLUMN IF EXISTS "allowed_search_tools"; From 7b307c4298e2dcaa112ed8b78ad88b2e05f98603 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 12:36:50 +0530 Subject: [PATCH 38/80] fix lint --- litellm/proxy/auth/auth_checks.py | 30 +++++++++++------------ litellm/router_utils/search_api_router.py | 6 ++--- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index 0f87bb3506..a9acc1f2c5 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -2981,28 +2981,28 @@ def _can_object_call_search_tool( ) -> Literal[True]: """ Check if an object (key/team/project) can access a specific search tool. - + Similar to _can_object_call_model but for search tools. - + Args: search_tool_name: The search tool being requested allowed_search_tools: List of allowed search tool names for this object object_type: Type of object for error messaging - + Returns: True if access is allowed - + Raises: ProxyException if access is denied """ # Empty list means all search tools are allowed if not allowed_search_tools: return True - + # Check if the search tool is in the allowlist if search_tool_name in allowed_search_tools: return True - + # Access denied raise ProxyException( message=f"{object_type.capitalize()} not allowed to access search tool: {search_tool_name}. " @@ -3019,16 +3019,16 @@ async def can_key_call_search_tool( ) -> Literal[True]: """ Check if a key can access a specific search tool. - + Similar to can_key_call_model but for search tools. - + Args: search_tool_name: The search tool being requested valid_token: The authenticated key - + Returns: True if access is allowed - + Raises: ProxyException if access is denied """ @@ -3047,22 +3047,22 @@ async def can_team_call_search_tool( ) -> Literal[True]: """ Check if a team can access a specific search tool. - + Similar to can_team_access_model but for search tools. - + Args: search_tool_name: The search tool being requested team_object: The team object - + Returns: True if access is allowed - + Raises: ProxyException if access is denied """ if team_object is None: return True - + return _can_object_call_search_tool( search_tool_name=search_tool_name, allowed_search_tools=_search_tool_names_from_object_permission( diff --git a/litellm/router_utils/search_api_router.py b/litellm/router_utils/search_api_router.py index daea3c1370..dc9cafceef 100644 --- a/litellm/router_utils/search_api_router.py +++ b/litellm/router_utils/search_api_router.py @@ -28,13 +28,13 @@ class SearchAPIRouter: ) -> Tuple[Optional[str], Optional[str]]: """ Resolve search provider credentials from tool configuration ONLY. - + Credentials are stored only in search_tool.litellm_params, never in team/key metadata. This ensures secrets are not exposed in team/key API responses. - + Args: tool_litellm_params: Search tool litellm_params with credentials - + Returns: Tuple of (api_key, api_base) from tool configuration """ From d592dc5840a1175a5032c92781030bb5f99c3956 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 12:50:40 +0530 Subject: [PATCH 39/80] Fix mypy --- .../object_permission_utils.py | 54 +++---------------- 1 file changed, 6 insertions(+), 48 deletions(-) diff --git a/litellm/proxy/management_helpers/object_permission_utils.py b/litellm/proxy/management_helpers/object_permission_utils.py index 73ba3e97bb..552478f7b5 100644 --- a/litellm/proxy/management_helpers/object_permission_utils.py +++ b/litellm/proxy/management_helpers/object_permission_utils.py @@ -335,8 +335,9 @@ async def validate_key_mcp_servers_against_team( disallowed_servers = requested_servers - all_allowed_servers if disallowed_servers: if team_obj is not None: + team_id = team_obj.team_id detail = ( - f"Key requests MCP servers not allowed by team '{team_obj.team_id}': " + f"Key requests MCP servers not allowed by team '{team_id}': " f"{sorted(disallowed_servers)}. " f"Team allows: {sorted(team_allowed_servers)}. " f"Global (allow_all_keys) servers: {sorted(allow_all_keys_servers)}." @@ -365,8 +366,9 @@ async def validate_key_mcp_servers_against_team( disallowed_groups = requested_access_groups - team_access_groups if disallowed_groups: if team_obj is not None: + team_id = team_obj.team_id detail = ( - f"Key requests MCP access groups not allowed by team '{team_obj.team_id}': " + f"Key requests MCP access groups not allowed by team '{team_id}': " f"{sorted(disallowed_groups)}. " f"Team allows: {sorted(team_access_groups)}." ) @@ -390,58 +392,14 @@ async def validate_key_mcp_servers_against_team( if team_mcp_toolsets: disallowed_toolsets = requested_toolsets - set(team_mcp_toolsets) if disallowed_toolsets: + team_id = team_obj.team_id raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail={ "error": ( - f"Key requests MCP toolsets not allowed by team '{team_obj.team_id}': " + f"Key requests MCP toolsets not allowed by team '{team_id}': " f"{sorted(disallowed_toolsets)}. " f"Team allows: {sorted(team_mcp_toolsets)}." ) }, ) - - -def _extract_requested_search_tools(object_permission: Optional[dict]) -> List[str]: - """Return search_tool_name values from a key's object_permission dict.""" - if not object_permission or not isinstance(object_permission, dict): - return [] - raw = object_permission.get("search_tools") - if not isinstance(raw, list): - return [] - return [str(x) for x in raw if x] - - -async def validate_key_search_tools_against_team( - object_permission: Optional[dict], - team_obj: Optional["LiteLLM_TeamTableCachedObj"], -) -> None: - """ - Validate key object_permission.search_tools is a subset of the team's allowlist. - - Empty team allowlist means no restriction at team layer (skip). - """ - requested = _extract_requested_search_tools(object_permission) - if not requested: - return - - team_tools: List[str] = [] - if team_obj is not None and team_obj.object_permission is not None: - st = team_obj.object_permission.search_tools - if st: - team_tools = list(st) - - if not team_tools: - return - - disallowed = set(requested) - set(team_tools) - if disallowed: - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, - detail={ - "error": ( - f"Key requests search tools not allowed by team '{team_obj.team_id}': " - f"{sorted(disallowed)}. Team allows: {sorted(team_tools)}." - ) - }, - ) From 28bcad34084919ab8a6fdfde5cbccad1a845091d Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 12:55:35 +0530 Subject: [PATCH 40/80] Fix mypy --- .../object_permission_utils.py | 44 +++++++++++++++++++ 1 file changed, 44 insertions(+) diff --git a/litellm/proxy/management_helpers/object_permission_utils.py b/litellm/proxy/management_helpers/object_permission_utils.py index 552478f7b5..1e5c575a23 100644 --- a/litellm/proxy/management_helpers/object_permission_utils.py +++ b/litellm/proxy/management_helpers/object_permission_utils.py @@ -403,3 +403,47 @@ async def validate_key_mcp_servers_against_team( ) }, ) + +def _extract_requested_search_tools(object_permission: Optional[dict]) -> List[str]: + """Return search_tool_name values from a key's object_permission dict.""" + if not object_permission or not isinstance(object_permission, dict): + return [] + raw = object_permission.get("search_tools") + if not isinstance(raw, list): + return [] + return [str(x) for x in raw if x] + + +async def validate_key_search_tools_against_team( + object_permission: Optional[dict], + team_obj: Optional["LiteLLM_TeamTableCachedObj"], +) -> None: + """ + Validate key object_permission.search_tools is a subset of the team's allowlist. + + Empty team allowlist means no restriction at team layer (skip). + """ + requested = _extract_requested_search_tools(object_permission) + if not requested: + return + + team_tools: List[str] = [] + if team_obj is not None and team_obj.object_permission is not None: + st = team_obj.object_permission.search_tools + if st: + team_tools = list(st) + + if not team_tools: + return + + disallowed = set(requested) - set(team_tools) + if disallowed: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, + detail={ + "error": ( + f"Key requests search tools not allowed by team '{team_obj.team_id}': " + f"{sorted(disallowed)}. Team allows: {sorted(team_tools)}." + ) + }, + ) \ No newline at end of file From e34036045020863b170f1613d06fdf9c5c34dba3 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 13:00:49 +0530 Subject: [PATCH 41/80] Fix black --- litellm/proxy/management_helpers/object_permission_utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/management_helpers/object_permission_utils.py b/litellm/proxy/management_helpers/object_permission_utils.py index 1e5c575a23..023009d198 100644 --- a/litellm/proxy/management_helpers/object_permission_utils.py +++ b/litellm/proxy/management_helpers/object_permission_utils.py @@ -404,6 +404,7 @@ async def validate_key_mcp_servers_against_team( }, ) + def _extract_requested_search_tools(object_permission: Optional[dict]) -> List[str]: """Return search_tool_name values from a key's object_permission dict.""" if not object_permission or not isinstance(object_permission, dict): @@ -446,4 +447,4 @@ async def validate_key_search_tools_against_team( f"{sorted(disallowed)}. Team allows: {sorted(team_tools)}." ) }, - ) \ No newline at end of file + ) From d38609eb99adb9fa18f5a3d2c968c9aa58d1fdf1 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 13:14:04 +0530 Subject: [PATCH 42/80] fix mypy --- litellm/proxy/management_helpers/object_permission_utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/management_helpers/object_permission_utils.py b/litellm/proxy/management_helpers/object_permission_utils.py index 023009d198..eb90d1b5ca 100644 --- a/litellm/proxy/management_helpers/object_permission_utils.py +++ b/litellm/proxy/management_helpers/object_permission_utils.py @@ -439,11 +439,12 @@ async def validate_key_search_tools_against_team( disallowed = set(requested) - set(team_tools) if disallowed: + team_id = team_obj.team_id if team_obj is not None else "unknown" raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail={ "error": ( - f"Key requests search tools not allowed by team '{team_obj.team_id}': " + f"Key requests search tools not allowed by team '{team_id}': " f"{sorted(disallowed)}. Team allows: {sorted(team_tools)}." ) }, From 45c22081ee45da0d477ca307cafd855ff69972e4 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Wed, 29 Apr 2026 17:47:27 +0530 Subject: [PATCH 43/80] Fix ui unit test --- .../src/components/view_logs/index.test.tsx | 28 +++++++++++++------ 1 file changed, 19 insertions(+), 9 deletions(-) diff --git a/ui/litellm-dashboard/src/components/view_logs/index.test.tsx b/ui/litellm-dashboard/src/components/view_logs/index.test.tsx index 427c55c92b..937844e1c1 100644 --- a/ui/litellm-dashboard/src/components/view_logs/index.test.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/index.test.tsx @@ -7,15 +7,25 @@ import type { Row } from "@tanstack/react-table"; import { renderWithProviders } from "../../../tests/test-utils"; const mockHandleFilterResetFromHook = vi.fn(); -vi.mock("./log_filter_logic", () => ({ - useLogFilterLogic: vi.fn(() => ({ - filters: {}, - filteredLogs: { data: [], total: 0, page: 1, page_size: 50, total_pages: 1 }, - allTeams: [], - handleFilterChange: vi.fn(), - handleFilterReset: mockHandleFilterResetFromHook, - })), -})); +vi.mock("./log_filter_logic", async (importOriginal) => { + const actual = await importOriginal(); + return { + ...actual, + useLogFilterLogic: vi.fn(() => ({ + filters: {}, + filteredLogs: { + data: [], + total: 0, + page: 1, + page_size: 50, + total_pages: 1, + }, + allTeams: [], + handleFilterChange: vi.fn(), + handleFilterReset: mockHandleFilterResetFromHook, + })), + }; +}); vi.mock("../networking", async (importOriginal) => { const actual = await importOriginal(); From 848b79acb5e8f0d36e3b16321dc0fdabfaecd581 Mon Sep 17 00:00:00 2001 From: Yassin Kortam Date: Tue, 28 Apr 2026 18:04:29 -0700 Subject: [PATCH 44/80] fix: added keepalive args for aiohttp tcpconnector --- litellm/constants.py | 10 ++ litellm/llms/custom_httpx/http_handler.py | 62 +++++++ litellm/proxy/proxy_server.py | 7 + .../custom_httpx/test_aiohttp_so_keepalive.py | 161 ++++++++++++++++++ 4 files changed, 240 insertions(+) create mode 100644 tests/test_litellm/llms/custom_httpx/test_aiohttp_so_keepalive.py diff --git a/litellm/constants.py b/litellm/constants.py index fc9f5730cd..a0e99dd16b 100644 --- a/litellm/constants.py +++ b/litellm/constants.py @@ -224,6 +224,16 @@ AIOHTTP_CONNECTOR_LIMIT_PER_HOST = int( ) AIOHTTP_KEEPALIVE_TIMEOUT = int(os.getenv("AIOHTTP_KEEPALIVE_TIMEOUT", 120)) AIOHTTP_TTL_DNS_CACHE = int(os.getenv("AIOHTTP_TTL_DNS_CACHE", 300)) +# TCP keep-alive (SO_KEEPALIVE) — opt-in. Required when running behind NAT/LBs +# whose idle timeout is shorter than provider response timeouts (e.g. AWS NAT +# Gateway: 350s vs OpenAI/Azure: 600s). Without this, the kernel sends nothing +# during a long provider call and the NAT reaps the flow before the response +# arrives. Enabling SO_KEEPALIVE makes the kernel emit TCP probes that reset +# the NAT idle timer. +AIOHTTP_SO_KEEPALIVE = os.getenv("AIOHTTP_SO_KEEPALIVE", "False").lower() == "true" +AIOHTTP_TCP_KEEPIDLE = int(os.getenv("AIOHTTP_TCP_KEEPIDLE", 60)) +AIOHTTP_TCP_KEEPINTVL = int(os.getenv("AIOHTTP_TCP_KEEPINTVL", 30)) +AIOHTTP_TCP_KEEPCNT = int(os.getenv("AIOHTTP_TCP_KEEPCNT", 5)) # enable_cleanup_closed is only needed for Python versions with the SSL leak bug # Fixed in Python 3.12.7+ and 3.13.1+ (see https://github.com/python/cpython/pull/118960) # Reference: https://github.com/aio-libs/aiohttp/blob/master/aiohttp/connector.py#L74-L78 diff --git a/litellm/llms/custom_httpx/http_handler.py b/litellm/llms/custom_httpx/http_handler.py index 03d2af7232..dd955c23d2 100644 --- a/litellm/llms/custom_httpx/http_handler.py +++ b/litellm/llms/custom_httpx/http_handler.py @@ -1,5 +1,7 @@ import asyncio +import inspect import os +import socket import ssl import sys import time @@ -29,6 +31,10 @@ from litellm.constants import ( AIOHTTP_CONNECTOR_LIMIT_PER_HOST, AIOHTTP_KEEPALIVE_TIMEOUT, AIOHTTP_NEEDS_CLEANUP_CLOSED, + AIOHTTP_SO_KEEPALIVE, + AIOHTTP_TCP_KEEPCNT, + AIOHTTP_TCP_KEEPIDLE, + AIOHTTP_TCP_KEEPINTVL, AIOHTTP_TTL_DNS_CACHE, COMPLETION_HTTP_FALLBACK_SECONDS, DEFAULT_SSL_CIPHERS, @@ -54,6 +60,57 @@ except Exception: version = "0.0.0" +# aiohttp 3.10+ exposes a `socket_factory` kwarg on TCPConnector. Older +# versions don't — detect once and skip the keep-alive wiring there. +# https://docs.aiohttp.org/en/stable/client_reference.html#aiohttp.TCPConnector +_AIOHTTP_SUPPORTS_SOCKET_FACTORY = ( + "socket_factory" in inspect.signature(TCPConnector.__init__).parameters +) + + +def _build_aiohttp_keepalive_socket_factory() -> ( + Optional[Callable[[Tuple[Any, ...]], socket.socket]] +): + """ + Build a socket_factory that enables SO_KEEPALIVE on aiohttp TCP sockets. + + Why: by default, aiohttp creates sockets without SO_KEEPALIVE, so the kernel + sends nothing during a long idle TCP connection. NAT/LB hops (e.g. AWS NAT + Gateway, 350s idle timeout) reap the flow well before slow provider + responses (OpenAI/Azure: up to 600s) arrive. Enabling SO_KEEPALIVE makes + the kernel emit TCP probes that reset the NAT idle timer. + + Returns None when AIOHTTP_SO_KEEPALIVE is disabled or aiohttp is too old. + """ + if not AIOHTTP_SO_KEEPALIVE or not _AIOHTTP_SUPPORTS_SOCKET_FACTORY: + return None + + def factory(addr_info: Tuple[Any, ...]) -> socket.socket: + family, type_, proto = addr_info[0], addr_info[1], addr_info[2] + sock = socket.socket(family=family, type=type_, proto=proto) + sock.setblocking(False) + sock.setsockopt(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1) + # Linux: TCP_KEEPIDLE is idle-before-first-probe. + # macOS/Darwin: TCP_KEEPALIVE is the equivalent. + if hasattr(socket, "TCP_KEEPIDLE"): + sock.setsockopt( + socket.IPPROTO_TCP, socket.TCP_KEEPIDLE, AIOHTTP_TCP_KEEPIDLE + ) + elif hasattr(socket, "TCP_KEEPALIVE"): + sock.setsockopt( + socket.IPPROTO_TCP, socket.TCP_KEEPALIVE, AIOHTTP_TCP_KEEPIDLE + ) + if hasattr(socket, "TCP_KEEPINTVL"): + sock.setsockopt( + socket.IPPROTO_TCP, socket.TCP_KEEPINTVL, AIOHTTP_TCP_KEEPINTVL + ) + if hasattr(socket, "TCP_KEEPCNT"): + sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_KEEPCNT, AIOHTTP_TCP_KEEPCNT) + return sock + + return factory + + def get_default_headers() -> dict: """ Get default headers for HTTP requests. @@ -935,6 +992,11 @@ class AsyncHTTPHandler: transport_connector_kwargs["limit_per_host"] = ( AIOHTTP_CONNECTOR_LIMIT_PER_HOST ) + # Returns None when SO_KEEPALIVE is disabled or aiohttp is too old to + # accept socket_factory — version detection lives inside the builder. + socket_factory = _build_aiohttp_keepalive_socket_factory() + if socket_factory is not None: + transport_connector_kwargs["socket_factory"] = socket_factory return LiteLLMAiohttpTransport( client=lambda: ClientSession( diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index c03a63f211..efa9cdb8e1 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -672,6 +672,10 @@ async def _initialize_shared_aiohttp_session(): try: from aiohttp import ClientSession, TCPConnector + from litellm.llms.custom_httpx.http_handler import ( + _build_aiohttp_keepalive_socket_factory, + ) + connector_kwargs: Dict[str, Any] = { "keepalive_timeout": AIOHTTP_KEEPALIVE_TIMEOUT, "ttl_dns_cache": AIOHTTP_TTL_DNS_CACHE, @@ -682,6 +686,9 @@ async def _initialize_shared_aiohttp_session(): connector_kwargs["limit"] = AIOHTTP_CONNECTOR_LIMIT if AIOHTTP_CONNECTOR_LIMIT_PER_HOST > 0: connector_kwargs["limit_per_host"] = AIOHTTP_CONNECTOR_LIMIT_PER_HOST + socket_factory = _build_aiohttp_keepalive_socket_factory() + if socket_factory is not None: + connector_kwargs["socket_factory"] = socket_factory connector = TCPConnector(**connector_kwargs) session = ClientSession(connector=connector) diff --git a/tests/test_litellm/llms/custom_httpx/test_aiohttp_so_keepalive.py b/tests/test_litellm/llms/custom_httpx/test_aiohttp_so_keepalive.py new file mode 100644 index 0000000000..5515e6ce81 --- /dev/null +++ b/tests/test_litellm/llms/custom_httpx/test_aiohttp_so_keepalive.py @@ -0,0 +1,161 @@ +import socket +from unittest.mock import MagicMock, patch + + +def _invoke_connector_factory(http_handler_module): + """ + Drive the lambda factory installed on the transport so TCPConnector is + actually constructed. _create_aiohttp_transport returns a transport whose + _client_factory is the lambda that builds (TCPConnector → ClientSession); + invoking it directly avoids relying on _get_valid_client_session's internal + branching to trigger connector construction. + """ + transport = http_handler_module.AsyncHTTPHandler._create_aiohttp_transport( + shared_session=None + ) + transport._client_factory() + return transport + + +def test_socket_factory_omitted_when_disabled(monkeypatch): + from litellm.llms.custom_httpx import http_handler as http_handler_module + + monkeypatch.setattr(http_handler_module, "AIOHTTP_SO_KEEPALIVE", False) + monkeypatch.setattr(http_handler_module, "_AIOHTTP_SUPPORTS_SOCKET_FACTORY", True) + + connector_mock = MagicMock(name="connector") + session_mock = MagicMock(name="session") + + with patch.object( + http_handler_module, "TCPConnector", return_value=connector_mock + ) as mock_tcp_connector: + with patch.object( + http_handler_module, "ClientSession", return_value=session_mock + ): + _invoke_connector_factory(http_handler_module) + + assert mock_tcp_connector.call_count >= 1 + assert "socket_factory" not in mock_tcp_connector.call_args.kwargs + + +def test_socket_factory_attached_when_enabled(monkeypatch): + from litellm.llms.custom_httpx import http_handler as http_handler_module + + monkeypatch.setattr(http_handler_module, "AIOHTTP_SO_KEEPALIVE", True) + monkeypatch.setattr(http_handler_module, "_AIOHTTP_SUPPORTS_SOCKET_FACTORY", True) + + connector_mock = MagicMock(name="connector") + session_mock = MagicMock(name="session") + + with patch.object( + http_handler_module, "TCPConnector", return_value=connector_mock + ) as mock_tcp_connector: + with patch.object( + http_handler_module, "ClientSession", return_value=session_mock + ): + _invoke_connector_factory(http_handler_module) + + assert mock_tcp_connector.call_count >= 1 + factory = mock_tcp_connector.call_args.kwargs.get("socket_factory") + assert callable(factory) + + +def test_socket_factory_skipped_on_old_aiohttp(monkeypatch): + from litellm.llms.custom_httpx import http_handler as http_handler_module + + monkeypatch.setattr(http_handler_module, "AIOHTTP_SO_KEEPALIVE", True) + monkeypatch.setattr(http_handler_module, "_AIOHTTP_SUPPORTS_SOCKET_FACTORY", False) + + connector_mock = MagicMock(name="connector") + session_mock = MagicMock(name="session") + + with patch.object( + http_handler_module, "TCPConnector", return_value=connector_mock + ) as mock_tcp_connector: + with patch.object( + http_handler_module, "ClientSession", return_value=session_mock + ): + _invoke_connector_factory(http_handler_module) + + assert mock_tcp_connector.call_count >= 1 + assert "socket_factory" not in mock_tcp_connector.call_args.kwargs + + +def test_socket_factory_sets_keepalive_options(monkeypatch): + from litellm.llms.custom_httpx import http_handler as http_handler_module + + monkeypatch.setattr(http_handler_module, "AIOHTTP_SO_KEEPALIVE", True) + monkeypatch.setattr(http_handler_module, "_AIOHTTP_SUPPORTS_SOCKET_FACTORY", True) + monkeypatch.setattr(http_handler_module, "AIOHTTP_TCP_KEEPIDLE", 45) + monkeypatch.setattr(http_handler_module, "AIOHTTP_TCP_KEEPINTVL", 15) + monkeypatch.setattr(http_handler_module, "AIOHTTP_TCP_KEEPCNT", 4) + + factory = http_handler_module._build_aiohttp_keepalive_socket_factory() + assert factory is not None + + addr_info = (socket.AF_INET, socket.SOCK_STREAM, socket.IPPROTO_TCP, "", ("", 0)) + + fake_sock = MagicMock(spec=socket.socket) + with patch("socket.socket", return_value=fake_sock) as sock_ctor: + returned = factory(addr_info) + + sock_ctor.assert_called_once_with( + family=socket.AF_INET, type=socket.SOCK_STREAM, proto=socket.IPPROTO_TCP + ) + assert returned is fake_sock + fake_sock.setblocking.assert_called_once_with(False) + + setsockopt_calls = { + (call.args[0], call.args[1]): call.args[2] + for call in fake_sock.setsockopt.call_args_list + } + assert setsockopt_calls[(socket.SOL_SOCKET, socket.SO_KEEPALIVE)] == 1 + + if hasattr(socket, "TCP_KEEPIDLE"): + assert setsockopt_calls[(socket.IPPROTO_TCP, socket.TCP_KEEPIDLE)] == 45 + elif hasattr(socket, "TCP_KEEPALIVE"): + assert setsockopt_calls[(socket.IPPROTO_TCP, socket.TCP_KEEPALIVE)] == 45 + if hasattr(socket, "TCP_KEEPINTVL"): + assert setsockopt_calls[(socket.IPPROTO_TCP, socket.TCP_KEEPINTVL)] == 15 + if hasattr(socket, "TCP_KEEPCNT"): + assert setsockopt_calls[(socket.IPPROTO_TCP, socket.TCP_KEEPCNT)] == 4 + + +def test_socket_factory_uses_tcp_keepalive_when_keepidle_unavailable(monkeypatch): + """ + Cover the macOS/Darwin branch: when TCP_KEEPIDLE is missing but TCP_KEEPALIVE + is present, the factory should fall back to TCP_KEEPALIVE for the idle timer. + Linux CI runners always have TCP_KEEPIDLE, so we patch socket itself to + simulate the BSD-derived environment. + """ + from litellm.llms.custom_httpx import http_handler as http_handler_module + + monkeypatch.setattr(http_handler_module, "AIOHTTP_SO_KEEPALIVE", True) + monkeypatch.setattr(http_handler_module, "_AIOHTTP_SUPPORTS_SOCKET_FACTORY", True) + monkeypatch.setattr(http_handler_module, "AIOHTTP_TCP_KEEPIDLE", 60) + + factory = http_handler_module._build_aiohttp_keepalive_socket_factory() + assert factory is not None + + fake_socket_module = MagicMock(spec=[]) + fake_socket_module.SOL_SOCKET = socket.SOL_SOCKET + fake_socket_module.SO_KEEPALIVE = socket.SO_KEEPALIVE + fake_socket_module.IPPROTO_TCP = socket.IPPROTO_TCP + fake_socket_module.TCP_KEEPALIVE = getattr(socket, "TCP_KEEPALIVE", 0x10) + fake_sock = MagicMock(spec=socket.socket) + fake_socket_module.socket = MagicMock(return_value=fake_sock) + + addr_info = (socket.AF_INET, socket.SOCK_STREAM, socket.IPPROTO_TCP, "", ("", 0)) + + with patch.object(http_handler_module, "socket", fake_socket_module): + factory(addr_info) + + setsockopt_calls = { + (call.args[0], call.args[1]): call.args[2] + for call in fake_sock.setsockopt.call_args_list + } + assert setsockopt_calls[(socket.SOL_SOCKET, socket.SO_KEEPALIVE)] == 1 + assert ( + setsockopt_calls[(socket.IPPROTO_TCP, fake_socket_module.TCP_KEEPALIVE)] == 60 + ) + assert (socket.IPPROTO_TCP, getattr(socket, "TCP_KEEPIDLE", -1)) not in setsockopt_calls From ea275659ac80ba58aaaf4ab518d5fa2bfb47d4ae Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Wed, 29 Apr 2026 09:28:57 -0700 Subject: [PATCH 45/80] remove /ui/chat page (#26739) * remove /ui/chat static page from dashboard build * add screenshot showing /ui/chat 404 * update screenshots: swagger working, /ui/chat broken * remove screenshots from repo * restore screenshots from previous PR --- litellm/proxy/_experimental/out/chat.html | 1 - litellm/proxy/_experimental/out/chat.txt | 22 ------------------- .../_experimental/out/chat/__next._full.txt | 22 ------------------- .../_experimental/out/chat/__next._head.txt | 6 ----- .../_experimental/out/chat/__next._index.txt | 8 ------- .../_experimental/out/chat/__next._tree.txt | 4 ---- .../out/chat/__next.chat.__PAGE__.txt | 9 -------- .../_experimental/out/chat/__next.chat.txt | 4 ---- 8 files changed, 76 deletions(-) delete mode 100644 litellm/proxy/_experimental/out/chat.html delete mode 100644 litellm/proxy/_experimental/out/chat.txt delete mode 100644 litellm/proxy/_experimental/out/chat/__next._full.txt delete mode 100644 litellm/proxy/_experimental/out/chat/__next._head.txt delete mode 100644 litellm/proxy/_experimental/out/chat/__next._index.txt delete mode 100644 litellm/proxy/_experimental/out/chat/__next._tree.txt delete mode 100644 litellm/proxy/_experimental/out/chat/__next.chat.__PAGE__.txt delete mode 100644 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Subject: [PATCH 46/80] Fall through to team default when per-member budget max_budget is NULL --- litellm/proxy/auth/auth_checks.py | 4 + .../proxy/auth/test_auth_checks.py | 141 ++++++++++++++++++ 2 files changed, 145 insertions(+) diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index 840f64cfed..ebf83c2226 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -3289,10 +3289,14 @@ async def _check_team_member_budget( # Per-member override wins; otherwise fall back to the team-level # default configured via team.metadata["team_member_budget_id"]. + # A per-member row whose max_budget is NULL is *not* an override - + # it can result from cloning a team default that itself had no cap + # at member-add time. Treat it as "no override" and fall through. team_member_budget: Optional[float] = None if ( team_membership is not None and team_membership.litellm_budget_table is not None + and team_membership.litellm_budget_table.max_budget is not None ): team_member_budget = team_membership.litellm_budget_table.max_budget else: diff --git a/tests/test_litellm/proxy/auth/test_auth_checks.py b/tests/test_litellm/proxy/auth/test_auth_checks.py index 676a32c202..e7a3e4bcac 100644 --- a/tests/test_litellm/proxy/auth/test_auth_checks.py +++ b/tests/test_litellm/proxy/auth/test_auth_checks.py @@ -2336,3 +2336,144 @@ async def test_team_member_budget_check_per_member_override_wins_over_team_defau ) assert exc_info.value.current_cost == 250.0 assert exc_info.value.max_budget == 200.0 + + +@pytest.mark.asyncio +async def test_team_member_budget_check_null_clone_falls_back_to_team_default(): + """A per-member budget row with max_budget=NULL is not an explicit + no-cap override - it can be the result of cloning a team default that + had no value at member-add time. Enforcement must fall through to the + team default and apply that cap. + + Pre-fix: NULL on the clone short-circuited the comparison block + (team_member_budget = None -> if not None: skipped) so the user + spent unbounded against an apparent $65/$X cap.""" + from litellm.caching.dual_cache import DualCache + from litellm.proxy._types import LiteLLM_BudgetTable, LiteLLM_TeamMembership + from litellm.proxy.utils import ProxyLogging + + team_object = LiteLLM_TeamTable( + team_id="test-team", + metadata={"team_member_budget_id": "budget-default"}, + ) + user_object = LiteLLM_UserTable(user_id="test-user") + valid_token = UserAPIKeyAuth( + token="test-token", + user_id="test-user", + team_id="test-team", + ) + + # Per-member row exists with NULL max_budget (the cloned-from-incomplete-default case). + team_membership = LiteLLM_TeamMembership( + user_id="test-user", + team_id="test-team", + spend=0.0, + budget_id="budget-clone", + litellm_budget_table=LiteLLM_BudgetTable(max_budget=None), + ) + + proxy_logging_obj = ProxyLogging(user_api_key_cache=None) + + fake_default_row = MagicMock() + fake_default_row.max_budget = 65.0 + fake_default_row.dict = MagicMock( + return_value={"budget_id": "budget-default", "max_budget": 65.0} + ) + + prisma_client = MagicMock() + prisma_client.db.litellm_budgettable.find_unique = AsyncMock( + return_value=fake_default_row + ) + + async def mock_get_current_spend(counter_key, fallback_spend): + if counter_key == "spend:team_member:test-user:test-team": + return 500.0 + return fallback_spend + + with ( + patch("litellm.proxy.proxy_server.get_current_spend", mock_get_current_spend), + patch( + "litellm.proxy.auth.auth_checks.get_team_membership", + new_callable=AsyncMock, + return_value=team_membership, + ), + ): + with pytest.raises(litellm.BudgetExceededError) as exc_info: + await _check_team_member_budget( + team_object=team_object, + user_object=user_object, + valid_token=valid_token, + prisma_client=prisma_client, + user_api_key_cache=DualCache(), + proxy_logging_obj=proxy_logging_obj, + ) + + assert exc_info.value.current_cost == 500.0 + assert exc_info.value.max_budget == 65.0 + prisma_client.db.litellm_budgettable.find_unique.assert_awaited_once() + + +@pytest.mark.asyncio +async def test_team_member_budget_check_null_clone_with_null_default_skips_enforcement(): + """Sanity check: when both the per-member clone AND the team default + have max_budget=NULL, enforcement still skips (the team genuinely has + no cap configured). Confirms the NULL-fall-through is defensive, not + overzealous.""" + from litellm.caching.dual_cache import DualCache + from litellm.proxy._types import LiteLLM_BudgetTable, LiteLLM_TeamMembership + from litellm.proxy.utils import ProxyLogging + + team_object = LiteLLM_TeamTable( + team_id="test-team", + metadata={"team_member_budget_id": "budget-default"}, + ) + user_object = LiteLLM_UserTable(user_id="test-user") + valid_token = UserAPIKeyAuth( + token="test-token", + user_id="test-user", + team_id="test-team", + ) + + team_membership = LiteLLM_TeamMembership( + user_id="test-user", + team_id="test-team", + spend=0.0, + budget_id="budget-clone", + litellm_budget_table=LiteLLM_BudgetTable(max_budget=None), + ) + + proxy_logging_obj = ProxyLogging(user_api_key_cache=None) + + fake_default_row = MagicMock() + fake_default_row.max_budget = None + fake_default_row.dict = MagicMock( + return_value={"budget_id": "budget-default", "max_budget": None} + ) + + prisma_client = MagicMock() + prisma_client.db.litellm_budgettable.find_unique = AsyncMock( + return_value=fake_default_row + ) + + async def mock_get_current_spend(counter_key, fallback_spend): + if counter_key == "spend:team_member:test-user:test-team": + return 1000.0 + return fallback_spend + + with ( + patch("litellm.proxy.proxy_server.get_current_spend", mock_get_current_spend), + patch( + "litellm.proxy.auth.auth_checks.get_team_membership", + new_callable=AsyncMock, + return_value=team_membership, + ), + ): + # No raise: both rows are NULL, so enforcement is correctly skipped. + await _check_team_member_budget( + team_object=team_object, + user_object=user_object, + valid_token=valid_token, + prisma_client=prisma_client, + user_api_key_cache=DualCache(), + proxy_logging_obj=proxy_logging_obj, + ) From 04687ba48e706d4d09a578c941fcd1a72b51c0e9 Mon Sep 17 00:00:00 2001 From: Michael Riad Zaky Date: Wed, 29 Apr 2026 11:07:35 -0700 Subject: [PATCH 47/80] Trim verbose comments and docstrings --- litellm/proxy/auth/auth_checks.py | 3 --- tests/test_litellm/proxy/auth/test_auth_checks.py | 14 ++------------ 2 files changed, 2 insertions(+), 15 deletions(-) diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index ebf83c2226..4d19fb2e35 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -3289,9 +3289,6 @@ async def _check_team_member_budget( # Per-member override wins; otherwise fall back to the team-level # default configured via team.metadata["team_member_budget_id"]. - # A per-member row whose max_budget is NULL is *not* an override - - # it can result from cloning a team default that itself had no cap - # at member-add time. Treat it as "no override" and fall through. team_member_budget: Optional[float] = None if ( team_membership is not None diff --git a/tests/test_litellm/proxy/auth/test_auth_checks.py b/tests/test_litellm/proxy/auth/test_auth_checks.py index e7a3e4bcac..841b45cef8 100644 --- a/tests/test_litellm/proxy/auth/test_auth_checks.py +++ b/tests/test_litellm/proxy/auth/test_auth_checks.py @@ -2340,14 +2340,7 @@ async def test_team_member_budget_check_per_member_override_wins_over_team_defau @pytest.mark.asyncio async def test_team_member_budget_check_null_clone_falls_back_to_team_default(): - """A per-member budget row with max_budget=NULL is not an explicit - no-cap override - it can be the result of cloning a team default that - had no value at member-add time. Enforcement must fall through to the - team default and apply that cap. - - Pre-fix: NULL on the clone short-circuited the comparison block - (team_member_budget = None -> if not None: skipped) so the user - spent unbounded against an apparent $65/$X cap.""" + """Per-member NULL max_budget falls through to the team default cap.""" from litellm.caching.dual_cache import DualCache from litellm.proxy._types import LiteLLM_BudgetTable, LiteLLM_TeamMembership from litellm.proxy.utils import ProxyLogging @@ -2415,10 +2408,7 @@ async def test_team_member_budget_check_null_clone_falls_back_to_team_default(): @pytest.mark.asyncio async def test_team_member_budget_check_null_clone_with_null_default_skips_enforcement(): - """Sanity check: when both the per-member clone AND the team default - have max_budget=NULL, enforcement still skips (the team genuinely has - no cap configured). Confirms the NULL-fall-through is defensive, not - overzealous.""" + """When per-member and team default are both NULL, enforcement still skips.""" from litellm.caching.dual_cache import DualCache from litellm.proxy._types import LiteLLM_BudgetTable, LiteLLM_TeamMembership from litellm.proxy.utils import ProxyLogging From 9d9f09934ec09da0ae95d8f6cd962d604258d1ee Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 03:44:00 +0000 Subject: [PATCH 48/80] chore(auth): substitute alias for master key on UserAPIKeyAuth MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two related changes to how the master-key auth path interacts with downstream consumers of UserAPIKeyAuth.api_key: 1. The master-key auth branch in user_api_key_auth.py now sets `valid_token.api_key` to a stable alias (`LITELLM_PROXY_MASTER_KEY_ALIAS = "litellm_proxy_master_key"`) instead of the raw master key. Downstream consumers — spend logging, Prometheus metrics, audit trails, rate limiting, cost tracking — now receive the alias instead of the master key (which they would previously hash and propagate). Neither the raw master key nor its hash flows past the auth layer. 2. `_is_master_key` in spend_tracking_utils.py is reduced to a strict raw-only constant-time comparison. The hashed form is no longer considered equivalent. Side effects: - The two hash-detection blocks in `get_logging_payload` are removed. They were re-detecting the master key per spend-log write to swap in the alias; that detection happens once at the auth layer now. - The `disable_adding_master_key_hash_to_db` general setting becomes a no-op. Operators can remove it from their config; existing config is still accepted. - Operator dashboards that filter Prometheus metrics by the master-key hash will need to switch to the `api_key="litellm_proxy_master_key"` label. Co-Authored-By: Claude Opus 4.7 (1M context) --- litellm/constants.py | 4 ++ litellm/proxy/auth/user_api_key_auth.py | 7 ++- .../spend_tracking/spend_tracking_utils.py | 27 ++--------- .../proxy/auth/test_user_api_key_auth.py | 46 +++++++++++++++++++ .../test_spend_tracking_utils.py | 8 +++- 5 files changed, 67 insertions(+), 25 deletions(-) diff --git a/litellm/constants.py b/litellm/constants.py index a0e99dd16b..d78c124d71 100644 --- a/litellm/constants.py +++ b/litellm/constants.py @@ -1393,6 +1393,10 @@ except (ValueError, TypeError): LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME = "litellm-internal-health-check" LITTELM_CLI_SERVICE_ACCOUNT_NAME = "litellm-cli" LITELLM_INTERNAL_JOBS_SERVICE_ACCOUNT_NAME = "litellm_internal_jobs" +# Stable identifier substituted in place of the master key on UserAPIKeyAuth +# objects so the master key (or its hash) never propagates to spend logs, +# Prometheus metrics, audit trails, or any other downstream consumer. +LITELLM_PROXY_MASTER_KEY_ALIAS = "litellm_proxy_master_key" # Key Rotation Constants LITELLM_KEY_ROTATION_ENABLED = os.getenv("LITELLM_KEY_ROTATION_ENABLED", "false") diff --git a/litellm/proxy/auth/user_api_key_auth.py b/litellm/proxy/auth/user_api_key_auth.py index b8db3cd2a7..f0c2a4514f 100644 --- a/litellm/proxy/auth/user_api_key_auth.py +++ b/litellm/proxy/auth/user_api_key_auth.py @@ -21,6 +21,7 @@ import litellm from litellm._logging import verbose_logger, verbose_proxy_logger from litellm._service_logger import ServiceLogging from litellm.caching import DualCache +from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS from litellm.litellm_core_utils.dd_tracing import tracer from litellm.litellm_core_utils.dot_notation_indexing import get_nested_value from litellm.proxy._types import * @@ -1119,10 +1120,14 @@ async def _user_api_key_auth_builder( # noqa: PLR0915 ) if is_master_key_valid: + # Substitute a stable alias for the raw master key so neither the + # master key nor its hash propagates into spend logs, Prometheus + # /metrics labels, audit trails, rate-limit buckets, or any other + # downstream consumer of UserAPIKeyAuth.api_key. _user_api_key_obj = await _return_user_api_key_auth_obj( user_obj=None, user_role=LitellmUserRoles.PROXY_ADMIN, - api_key=master_key, + api_key=LITELLM_PROXY_MASTER_KEY_ALIAS, parent_otel_span=parent_otel_span, valid_token_dict={ **end_user_params, diff --git a/litellm/proxy/spend_tracking/spend_tracking_utils.py b/litellm/proxy/spend_tracking/spend_tracking_utils.py index 889c781004..36ed16e026 100644 --- a/litellm/proxy/spend_tracking/spend_tracking_utils.py +++ b/litellm/proxy/spend_tracking/spend_tracking_utils.py @@ -53,20 +53,13 @@ def _get_max_string_length_prompt_in_db() -> int: def _is_master_key(api_key: Optional[str], _master_key: Optional[str]) -> bool: + """ + Raw-only constant-time master-key comparison. The hashed form is never + considered equivalent — only the raw master-key string matches. + """ if _master_key is None or api_key is None: return False - - ## string comparison - is_master_key = secrets.compare_digest(api_key, _master_key) - if is_master_key: - return True - - ## hash comparison - is_master_key = secrets.compare_digest(api_key, hash_token(_master_key)) - if is_master_key: - return True - - return False + return secrets.compare_digest(api_key, _master_key) def _get_spend_logs_metadata( @@ -295,11 +288,6 @@ def get_logging_payload( # noqa: PLR0915 if api_key.startswith("sk-"): # hash the api_key api_key = hash_token(api_key) - if ( - _is_master_key(api_key=api_key, _master_key=master_key) - and general_settings.get("disable_adding_master_key_hash_to_db") is True - ): - api_key = "litellm_proxy_master_key" # use a known alias, if the user disabled storing master key in db if ( standard_logging_payload is not None @@ -324,11 +312,6 @@ def get_logging_payload( # noqa: PLR0915 and standard_logging_payload.get("request_tags") is not None ): # use 'tags' from standard logging payload instead request_tags = json.dumps(standard_logging_payload["request_tags"]) - if ( - _is_master_key(api_key=api_key, _master_key=master_key) - and general_settings.get("disable_adding_master_key_hash_to_db") is True - ): - api_key = "litellm_proxy_master_key" # use a known alias, if the user disabled storing master key in db _model_id = metadata.get("model_info", {}).get("id", "") _model_group = metadata.get("model_group", "") diff --git a/tests/test_litellm/proxy/auth/test_user_api_key_auth.py b/tests/test_litellm/proxy/auth/test_user_api_key_auth.py index 9c43ebcbe7..08f4bd0ebf 100644 --- a/tests/test_litellm/proxy/auth/test_user_api_key_auth.py +++ b/tests/test_litellm/proxy/auth/test_user_api_key_auth.py @@ -2581,3 +2581,49 @@ async def test_centralized_common_checks_user_http_exception_isolates_to_user_on finally: for k, v in originals.items(): setattr(_proxy_server_mod, k, v) + + +@pytest.mark.asyncio +async def test_master_key_auth_substitutes_alias_for_api_key(): + """ + When the master key authenticates a request, the resulting + ``UserAPIKeyAuth.api_key`` must be the stable alias + ``LITELLM_PROXY_MASTER_KEY_ALIAS`` — never the raw master key (which + would propagate downstream and be hashed into spend logs, Prometheus + ``/metrics`` labels, or audit trails) and never the master-key hash. + """ + from fastapi import Request + from starlette.datastructures import URL + + from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS + from litellm.proxy.auth.user_api_key_auth import _user_api_key_auth_builder + from litellm.proxy.utils import hash_token + + import litellm.proxy.proxy_server as _proxy_server_mod + + attrs = _proxy_server_attrs_for_custom_auth(user_custom_auth=None) + master_key = attrs["master_key"] + _orig = {k: getattr(_proxy_server_mod, k, None) for k in attrs} + try: + for k, v in attrs.items(): + setattr(_proxy_server_mod, k, v) + + request = Request(scope={"type": "http"}) + request._url = URL(url="/chat/completions") + + result = await _user_api_key_auth_builder( + request=request, + api_key=f"Bearer {master_key}", + azure_api_key_header="", + anthropic_api_key_header=None, + google_ai_studio_api_key_header=None, + azure_apim_header=None, + request_data={}, + ) + + assert result.api_key == LITELLM_PROXY_MASTER_KEY_ALIAS + assert result.api_key != master_key + assert result.api_key != hash_token(master_key) + finally: + for k, v in _orig.items(): + setattr(_proxy_server_mod, k, v) diff --git a/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py b/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py index e532b948c7..185d337f90 100644 --- a/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py +++ b/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py @@ -1513,9 +1513,13 @@ class TestIsMasterKey: def test_non_matching_key_returns_false(self): assert _is_master_key(api_key="sk-other", _master_key="sk-master") is False - def test_hashed_key_returns_true(self): + def test_master_key_hash_is_rejected(self): + """ + ``_is_master_key`` must not accept ``hash_token(master_key)`` as + equivalent to the raw master key — only the raw value matches. + """ from litellm.proxy.utils import hash_token master = "sk-master-key-123" hashed = hash_token(master) - assert _is_master_key(api_key=hashed, _master_key=master) is True + assert _is_master_key(api_key=hashed, _master_key=master) is False From bdb00c43cf022e2baad67484d21d990c17fbf21f Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 04:10:34 +0000 Subject: [PATCH 49/80] fix(spend-tracking): drop orphaned imports; align tests with alias contract MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit CI surfaced two issues from the previous commit: 1. ``general_settings`` and ``master_key`` were still imported at the top of ``get_logging_payload`` but had no remaining users after the master-key hash-detection blocks were removed. Drop the import. 2. ``tests/proxy_unit_tests/test_user_api_key_auth.py::test_x_litellm_api_key`` and ``tests/proxy_unit_tests/test_key_generate_prisma.py::test_master_key_hashing`` asserted ``valid_token.token == hash_token(master_key)`` — the pre-alias behavior. The new contract is ``valid_token.token == LITELLM_PROXY_MASTER_KEY_ALIAS`` (and != ``hash_token(master_key)``), since the master key (and its hash) must not propagate to the verification-token column or any other downstream consumer. Co-Authored-By: Claude Opus 4.7 (1M context) --- litellm/proxy/spend_tracking/spend_tracking_utils.py | 2 -- tests/proxy_unit_tests/test_key_generate_prisma.py | 7 ++++++- tests/proxy_unit_tests/test_user_api_key_auth.py | 11 +++++++++-- 3 files changed, 15 insertions(+), 5 deletions(-) diff --git a/litellm/proxy/spend_tracking/spend_tracking_utils.py b/litellm/proxy/spend_tracking/spend_tracking_utils.py index 36ed16e026..ec6245f47e 100644 --- a/litellm/proxy/spend_tracking/spend_tracking_utils.py +++ b/litellm/proxy/spend_tracking/spend_tracking_utils.py @@ -228,8 +228,6 @@ def _extract_usage_for_ocr_call(response_obj: Any, response_obj_dict: dict) -> d def get_logging_payload( # noqa: PLR0915 kwargs, response_obj, start_time, end_time ) -> SpendLogsPayload: - from litellm.proxy.proxy_server import general_settings, master_key - if kwargs is None: kwargs = {} diff --git a/tests/proxy_unit_tests/test_key_generate_prisma.py b/tests/proxy_unit_tests/test_key_generate_prisma.py index 19ee9f75d8..6a568d94f8 100644 --- a/tests/proxy_unit_tests/test_key_generate_prisma.py +++ b/tests/proxy_unit_tests/test_key_generate_prisma.py @@ -2715,7 +2715,12 @@ async def test_master_key_hashing(prisma_client): request=request, api_key=bearer_token ) - assert result.api_key == hash_token(master_key) + # Master-key auth substitutes a stable alias so the master key (or + # its hash) never propagates into spend logs / metrics / audit trails. + from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS + + assert result.api_key == LITELLM_PROXY_MASTER_KEY_ALIAS + assert result.api_key != hash_token(master_key) except Exception as e: print("Got Exception", e) diff --git a/tests/proxy_unit_tests/test_user_api_key_auth.py b/tests/proxy_unit_tests/test_user_api_key_auth.py index 3239b95d50..e51f81561a 100644 --- a/tests/proxy_unit_tests/test_user_api_key_auth.py +++ b/tests/proxy_unit_tests/test_user_api_key_auth.py @@ -1118,11 +1118,17 @@ async def test_jwt_non_admin_team_route_access(monkeypatch): @pytest.mark.asyncio async def test_x_litellm_api_key(): """ - Check if auth can pick up x-litellm-api-key header, even if Bearer token is provided + Check if auth can pick up x-litellm-api-key header, even if Bearer token is provided. + + On a master-key match, ``UserAPIKeyAuth.api_key`` (and the derived + ``token``) are now the stable alias ``LITELLM_PROXY_MASTER_KEY_ALIAS`` + rather than ``hash_token(master_key)`` — the master key (or its hash) + must not propagate into spend logs / metrics / audit trails. """ from fastapi import Request from starlette.datastructures import URL + from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS from litellm.proxy._types import ( LiteLLM_TeamTable, LiteLLM_TeamTableCachedObj, @@ -1148,7 +1154,8 @@ async def test_x_litellm_api_key(): api_key="Bearer " + ignored_key, custom_litellm_key_header=master_key, ) - assert valid_token.token == hash_token(master_key) + assert valid_token.token == LITELLM_PROXY_MASTER_KEY_ALIAS + assert valid_token.token != hash_token(master_key) @pytest.mark.asyncio From 0806cca34012c389defda18a398001288ac86254 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 04:50:39 +0000 Subject: [PATCH 50/80] chore(vector-stores): redact credentials from list/info responses MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ``LiteLLM_ManagedVectorStore.litellm_params`` carries the upstream provider credential — OpenAI ``api_key``, AWS ``aws_access_key_id`` / ``aws_secret_access_key``, GCP ``vertex_credentials``, etc. ``GET /vector_store/list`` and ``POST /vector_store/info`` return these verbatim to any authenticated principal. Because both routes are in ``openai_routes``, ``RouteChecks.is_llm_api_route`` short-circuits the standard role gate, so even read-only users and narrowly-scoped keys can read every stored credential. Replace credential-bearing values with the ``REDACTED_BY_LITELM`` sentinel in both responses while preserving non-secret keys (``api_base``, ``region``, ``model``, ``api_version``) so callers can still see *which* upstream is configured. Detection reuses ``SensitiveDataMasker.is_sensitive_key`` with the default heuristics plus the plural ``credentials`` pattern (covers Vertex's ``vertex_credentials`` field, which the singular ``credential`` pattern misses on segment-exact matching). Applied at: - ``list_vector_stores`` (``GET /vector_store/list``, ``GET /v1/vector_store/list``) - ``get_vector_store_info`` (``POST /vector_store/info``), both the in-memory-registry path and the prisma-DB fallback Co-Authored-By: Claude Opus 4.7 (1M context) --- .../management_endpoints.py | 74 +++++++++++++++++- .../test_vector_store_endpoints.py | 76 +++++++++++++++++++ 2 files changed, 148 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py index fefa6cb4e9..fb064b644a 100644 --- a/litellm/proxy/vector_store_endpoints/management_endpoints.py +++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py @@ -16,7 +16,9 @@ from fastapi import APIRouter, Depends, HTTPException import litellm from litellm._logging import verbose_proxy_logger +from litellm.constants import REDACTED_BY_LITELM_STRING from litellm.litellm_core_utils.safe_json_dumps import safe_dumps +from litellm.litellm_core_utils.sensitive_data_masker import SensitiveDataMasker from litellm.proxy._types import ( LiteLLM_ManagedVectorStoresTable, ResponseLiteLLM_ManagedVectorStore, @@ -38,6 +40,68 @@ from litellm.vector_stores.vector_store_registry import VectorStoreRegistry router = APIRouter() +# Module-level masker — extends the default sensitive-key heuristics with +# plural forms used by some providers (e.g. Vertex's ``vertex_credentials``, +# which would otherwise slip past the singular "credential" pattern). +_LITELLM_PARAMS_MASKER = SensitiveDataMasker( + sensitive_patterns={ + "password", + "secret", + "key", + "token", + "auth", + "authorization", + "credential", + "credentials", + "access", + "private", + "certificate", + "fingerprint", + "tenancy", + }, +) + + +def _redact_sensitive_litellm_params( + litellm_params: Optional[Dict[str, Any]], +) -> Optional[Dict[str, Any]]: + """ + Replace credential-bearing values inside ``litellm_params`` with the + ``REDACTED_BY_LITELM`` sentinel while preserving non-secret keys + (``api_base``, ``region``, ``model``, etc.) so callers can still see + *which* upstream is configured. + + Without this, ``/vector_store/list`` and ``/vector_store/info`` return + the raw provider credentials (OpenAI ``api_key``, AWS + ``aws_secret_access_key``, GCP ``vertex_credentials``, ...) to any + authenticated principal, including read-only users and narrowly-scoped + keys. + """ + if not litellm_params or not isinstance(litellm_params, dict): + return litellm_params + + redacted: Dict[str, Any] = {} + for k, v in litellm_params.items(): + if _LITELLM_PARAMS_MASKER.is_sensitive_key(k): + redacted[k] = REDACTED_BY_LITELM_STRING + else: + redacted[k] = v + return redacted + + +def _redact_vector_store( + vector_store: LiteLLM_ManagedVectorStore, +) -> LiteLLM_ManagedVectorStore: + """ + Return a copy of ``vector_store`` with credential-bearing fields + inside ``litellm_params`` replaced by the redaction sentinel. + """ + redacted = LiteLLM_ManagedVectorStore(**vector_store) + redacted["litellm_params"] = _redact_sensitive_litellm_params( + vector_store.get("litellm_params") + ) + return redacted + def _resolve_embedding_config_from_router( embedding_model: str, llm_router @@ -555,7 +619,7 @@ async def list_vector_stores( accessible_vector_stores = [] for vs in vector_store_map.values(): if await _check_vector_store_access(vs, user_api_key_dict): - accessible_vector_stores.append(vs) + accessible_vector_stores.append(_redact_vector_store(vs)) total_count = len(accessible_vector_stores) total_pages = (total_count + page_size - 1) // page_size @@ -716,7 +780,9 @@ async def get_vector_store_info( created_at=vector_store.get("created_at") or None, updated_at=vector_store.get("updated_at") or None, litellm_credential_name=vector_store.get("litellm_credential_name"), - litellm_params=vector_store.get("litellm_params") or None, + litellm_params=_redact_sensitive_litellm_params( + vector_store.get("litellm_params") + ), team_id=vector_store.get("team_id") or None, user_id=vector_store.get("user_id") or None, ) @@ -742,6 +808,10 @@ async def get_vector_store_info( detail="Access denied: You do not have permission to access this vector store", ) + if "litellm_params" in vector_store_dict: + vector_store_dict["litellm_params"] = _redact_sensitive_litellm_params( + vector_store_dict["litellm_params"] + ) return {"vector_store": vector_store_dict} except Exception as e: verbose_proxy_logger.exception(f"Error getting vector store info: {str(e)}") diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py index 44cc5cc445..57bbbab8fc 100644 --- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py +++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py @@ -1882,3 +1882,79 @@ async def test_create_vector_store_in_db_raises_when_no_db(): assert exc_info.value.status_code == 500 assert "database not connected" in exc_info.value.detail.lower() + + +class TestRedactSensitiveLitellmParams: + """ + ``litellm_params`` on a managed vector store carries the upstream + provider credential (OpenAI ``api_key``, AWS ``aws_secret_access_key``, + GCP ``vertex_credentials``, etc.). The list/info endpoints must redact + those values before returning them to any caller — including read-only + users and narrowly-scoped keys. + """ + + def test_redacts_well_known_credential_keys(self): + from litellm.constants import REDACTED_BY_LITELM_STRING + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_sensitive_litellm_params, + ) + + params = { + "api_key": "sk-real-openai-key-12345", + "aws_access_key_id": "AKIAIOSFODNN7EXAMPLE", + "aws_secret_access_key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY", + "vertex_credentials": ( + '{"type":"service_account","private_key":"-----BEGIN PRIVATE KEY-----..."}' + ), + "azure_authorization_token": "Bearer eyJhbGciOi...", + } + out = _redact_sensitive_litellm_params(params) + for k in params: + assert ( + out[k] == REDACTED_BY_LITELM_STRING + ), f"{k} should be redacted, got {out[k]!r}" + + def test_preserves_non_sensitive_keys(self): + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_sensitive_litellm_params, + ) + + params = { + "api_base": "https://api.openai.com/v1", + "model": "text-embedding-3-large", + "region": "us-east-1", + "vector_store_id": "vs_abc123", + "api_version": "2023-05-15", + } + out = _redact_sensitive_litellm_params(params) + for k, v in params.items(): + assert out[k] == v, f"{k} should be preserved verbatim" + + def test_handles_none_and_empty(self): + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_sensitive_litellm_params, + ) + + assert _redact_sensitive_litellm_params(None) is None + assert _redact_sensitive_litellm_params({}) == {} + + def test_redact_vector_store_does_not_mutate_input(self): + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_vector_store, + ) + + original = { + "vector_store_id": "vs_abc123", + "vector_store_name": "prod-embeddings", + "litellm_params": { + "api_key": "sk-real-openai-key-12345", + "api_base": "https://api.openai.com/v1", + }, + } + snapshot = { + "vector_store_id": original["vector_store_id"], + "vector_store_name": original["vector_store_name"], + "litellm_params": dict(original["litellm_params"]), + } + _redact_vector_store(original) + assert original == snapshot, "input vector store dict must not be mutated" From a99943ec4981766497bcef3475530911a19b800b Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 04:55:08 +0000 Subject: [PATCH 51/80] test+style: drop _redact_vector_store wrapper; inherit masker defaults /simplify pass: - Remove the single-call-site ``_redact_vector_store`` wrapper. Inline the two-line redaction at its only caller in ``list_vector_stores``; ``get_vector_store_info`` was already calling the inner helper directly. - Inherit ``SensitiveDataMasker``'s default sensitive-key set instead of duplicating the 12-element list, then add only the plural ``credentials`` extension. Won't drift if upstream defaults change. - Trim the over-explained docstring on ``_redact_sensitive_litellm_params`` to a one-paragraph summary; the WHY (credential-leakage class) belongs in the commit message, not in every consumer's IDE tooltip. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../management_endpoints.py | 71 ++++++------------- .../test_vector_store_endpoints.py | 22 ++---- 2 files changed, 27 insertions(+), 66 deletions(-) diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py index fb064b644a..a3200d506d 100644 --- a/litellm/proxy/vector_store_endpoints/management_endpoints.py +++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py @@ -40,25 +40,11 @@ from litellm.vector_stores.vector_store_registry import VectorStoreRegistry router = APIRouter() -# Module-level masker — extends the default sensitive-key heuristics with -# plural forms used by some providers (e.g. Vertex's ``vertex_credentials``, -# which would otherwise slip past the singular "credential" pattern). +# Inherit the default sensitive-key heuristics and add the plural +# ``credentials`` so segment-exact matching catches Vertex's +# ``vertex_credentials`` (the singular ``credential`` pattern misses it). _LITELLM_PARAMS_MASKER = SensitiveDataMasker( - sensitive_patterns={ - "password", - "secret", - "key", - "token", - "auth", - "authorization", - "credential", - "credentials", - "access", - "private", - "certificate", - "fingerprint", - "tenancy", - }, + sensitive_patterns={*SensitiveDataMasker().sensitive_patterns, "credentials"}, ) @@ -66,41 +52,20 @@ def _redact_sensitive_litellm_params( litellm_params: Optional[Dict[str, Any]], ) -> Optional[Dict[str, Any]]: """ - Replace credential-bearing values inside ``litellm_params`` with the - ``REDACTED_BY_LITELM`` sentinel while preserving non-secret keys - (``api_base``, ``region``, ``model``, etc.) so callers can still see - *which* upstream is configured. - - Without this, ``/vector_store/list`` and ``/vector_store/info`` return - the raw provider credentials (OpenAI ``api_key``, AWS - ``aws_secret_access_key``, GCP ``vertex_credentials``, ...) to any - authenticated principal, including read-only users and narrowly-scoped - keys. + Replace credential-bearing values in ``litellm_params`` with + ``REDACTED_BY_LITELM`` while preserving non-secret keys (``api_base``, + ``region``, ``model``, ``api_version``). """ if not litellm_params or not isinstance(litellm_params, dict): return litellm_params - - redacted: Dict[str, Any] = {} - for k, v in litellm_params.items(): - if _LITELLM_PARAMS_MASKER.is_sensitive_key(k): - redacted[k] = REDACTED_BY_LITELM_STRING - else: - redacted[k] = v - return redacted - - -def _redact_vector_store( - vector_store: LiteLLM_ManagedVectorStore, -) -> LiteLLM_ManagedVectorStore: - """ - Return a copy of ``vector_store`` with credential-bearing fields - inside ``litellm_params`` replaced by the redaction sentinel. - """ - redacted = LiteLLM_ManagedVectorStore(**vector_store) - redacted["litellm_params"] = _redact_sensitive_litellm_params( - vector_store.get("litellm_params") - ) - return redacted + return { + k: ( + REDACTED_BY_LITELM_STRING + if _LITELLM_PARAMS_MASKER.is_sensitive_key(k) + else v + ) + for k, v in litellm_params.items() + } def _resolve_embedding_config_from_router( @@ -619,7 +584,11 @@ async def list_vector_stores( accessible_vector_stores = [] for vs in vector_store_map.values(): if await _check_vector_store_access(vs, user_api_key_dict): - accessible_vector_stores.append(_redact_vector_store(vs)) + redacted = LiteLLM_ManagedVectorStore(**vs) + redacted["litellm_params"] = _redact_sensitive_litellm_params( + vs.get("litellm_params") + ) + accessible_vector_stores.append(redacted) total_count = len(accessible_vector_stores) total_pages = (total_count + page_size - 1) // page_size diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py index 57bbbab8fc..699e58442d 100644 --- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py +++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py @@ -1938,23 +1938,15 @@ class TestRedactSensitiveLitellmParams: assert _redact_sensitive_litellm_params(None) is None assert _redact_sensitive_litellm_params({}) == {} - def test_redact_vector_store_does_not_mutate_input(self): + def test_redaction_does_not_mutate_input_litellm_params(self): from litellm.proxy.vector_store_endpoints.management_endpoints import ( - _redact_vector_store, + _redact_sensitive_litellm_params, ) original = { - "vector_store_id": "vs_abc123", - "vector_store_name": "prod-embeddings", - "litellm_params": { - "api_key": "sk-real-openai-key-12345", - "api_base": "https://api.openai.com/v1", - }, + "api_key": "sk-real-openai-key-12345", + "api_base": "https://api.openai.com/v1", } - snapshot = { - "vector_store_id": original["vector_store_id"], - "vector_store_name": original["vector_store_name"], - "litellm_params": dict(original["litellm_params"]), - } - _redact_vector_store(original) - assert original == snapshot, "input vector store dict must not be mutated" + snapshot = dict(original) + _redact_sensitive_litellm_params(original) + assert original == snapshot, "input dict must not be mutated" From 51d560ba2ee301914359841a52223b94b6647c76 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 05:09:44 +0000 Subject: [PATCH 52/80] chore(vector-stores): also gate /vector_store/update; upstream credentials plural in masker Two architectural extensions to the credential-redaction in the previous commit: 1. ``/vector_store/update`` had two gaps: - No per-store access control. Any authenticated principal that passed the premium-feature gate could mutate *any* vector store, including stores belonging to other teams. - The response returned the full DB row including ``litellm_params``, so the caller could read another team's persisted provider credentials by submitting a no-op metadata change. Mirror the access-control check ``/vector_store/info`` already performs (``_check_vector_store_access`` against the existing row), redact ``litellm_params`` in the response, and add an ``except HTTPException: raise`` guard so the 403/404 responses don't get rewritten as 500 by the catch-all. 2. ``SensitiveDataMasker``'s default ``sensitive_patterns`` set used segment-exact matching, so ``credential`` matched ``vertex_credential`` but not ``vertex_credentials`` (the actual Vertex field name). The previous commit worked around this with a per-call extension; this commit puts the plural in the upstream defaults so every caller (Redis config dump, MCP debug headers, cache routes, ...) gets the correct behavior. The local override in ``vector_store_endpoints/management_endpoints.py`` is removed. Also updates ``test_excluded_keys_exact_match`` which relied on ``credentials`` *not* being a sensitive pattern to demonstrate case-sensitive ``excluded_keys`` matching. The intent of the test (case-sensitive match) is preserved; the assertion now reflects that when ``excluded_keys`` fails to apply (wrong case), the field falls through to standard pattern-based masking instead of being passed through unchanged. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../sensitive_data_masker.py | 2 + .../management_endpoints.py | 41 +++++- .../test_vector_store_endpoints.py | 131 ++++++++++++++++++ 3 files changed, 167 insertions(+), 7 deletions(-) diff --git a/litellm/litellm_core_utils/sensitive_data_masker.py b/litellm/litellm_core_utils/sensitive_data_masker.py index 8b88ef9482..d7803455b4 100644 --- a/litellm/litellm_core_utils/sensitive_data_masker.py +++ b/litellm/litellm_core_utils/sensitive_data_masker.py @@ -21,6 +21,8 @@ class SensitiveDataMasker: "auth", "authorization", "credential", + # Plural form: Vertex uses ``vertex_credentials``; segment-exact + # matching otherwise misses it because "credential" != "credentials". "credentials", "access", "private", diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py index a3200d506d..acfefff302 100644 --- a/litellm/proxy/vector_store_endpoints/management_endpoints.py +++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py @@ -40,12 +40,7 @@ from litellm.vector_stores.vector_store_registry import VectorStoreRegistry router = APIRouter() -# Inherit the default sensitive-key heuristics and add the plural -# ``credentials`` so segment-exact matching catches Vertex's -# ``vertex_credentials`` (the singular ``credential`` pattern misses it). -_LITELLM_PARAMS_MASKER = SensitiveDataMasker( - sensitive_patterns={*SensitiveDataMasker().sensitive_patterns, "credentials"}, -) +_LITELLM_PARAMS_MASKER = SensitiveDataMasker() def _redact_sensitive_litellm_params( @@ -812,6 +807,25 @@ async def update_vector_store( update_data = data.model_dump(exclude_unset=True) vector_store_id = update_data.pop("vector_store_id") + # Per-store access control: anyone authenticated who passes the + # premium-feature gate could otherwise update *any* vector store — + # including stores belonging to other teams. Mirror the check + # ``/vector_store/info`` already performs. + existing = await prisma_client.db.litellm_managedvectorstorestable.find_unique( + where={"vector_store_id": vector_store_id} + ) + if existing is None: + raise HTTPException( + status_code=404, + detail=f"Vector store with ID {vector_store_id} not found", + ) + existing_typed = LiteLLM_ManagedVectorStore(**existing.model_dump()) + if not await _check_vector_store_access(existing_typed, user_api_key_dict): + raise HTTPException( + status_code=403, + detail="Access denied: You do not have permission to update this vector store", + ) + # Handle metadata serialization if update_data.get("vector_store_metadata") is not None: update_data["vector_store_metadata"] = safe_dumps( @@ -859,11 +873,24 @@ async def update_vector_store( f"Updated vector store {vector_store_id} in both database and in-memory registry" ) + # The DB row is returned in full, so the response would otherwise + # echo the persisted ``litellm_params`` (including provider + # credentials) back to the caller — even when the caller only + # changed unrelated fields like ``vector_store_description``. + response_vs = LiteLLM_ManagedVectorStore(**updated_vs) + response_vs["litellm_params"] = _redact_sensitive_litellm_params( + updated_vs.get("litellm_params") + ) return { "status": "success", "message": f"Vector store {vector_store_id} updated successfully", - "vector_store": updated_vs, + "vector_store": response_vs, } + except HTTPException: + # Preserve 403/404 responses from the access-control / not-found + # checks above; the catch-all below would otherwise rewrite them + # as 500 with the original status code embedded in the detail. + raise except Exception as e: verbose_proxy_logger.exception(f"Error updating vector store: {str(e)}") raise HTTPException(status_code=500, detail=str(e)) diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py index 699e58442d..92027e0a6f 100644 --- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py +++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py @@ -1950,3 +1950,134 @@ class TestRedactSensitiveLitellmParams: snapshot = dict(original) _redact_sensitive_litellm_params(original) assert original == snapshot, "input dict must not be mutated" + + +class TestUpdateVectorStoreAccessControlAndRedaction: + """ + ``/vector_store/update`` previously skipped per-store access control + (only the premium-feature gate ran), letting any authenticated + premium principal mutate *any* vector store. It also returned the + full DB row including ``litellm_params``, leaking provider + credentials to the caller. Both are fixed at the endpoint level. + """ + + @pytest.mark.asyncio + async def test_update_denied_when_caller_cannot_access_store(self): + from unittest.mock import AsyncMock, MagicMock, patch + + from litellm.proxy._types import UserAPIKeyAuth + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + update_vector_store, + ) + from litellm.types.vector_stores import VectorStoreUpdateRequest + + existing_row = MagicMock() + existing_row.model_dump = MagicMock( + return_value={ + "vector_store_id": "vs_other_team", + "team_id": "team-A", + "litellm_params": {"api_key": "sk-team-A-secret"}, + } + ) + + mock_prisma_client = MagicMock() + mock_prisma_client.db.litellm_managedvectorstorestable.find_unique = AsyncMock( + return_value=existing_row + ) + + with ( + patch( + "litellm.proxy.vector_store_endpoints.management_endpoints.check_feature_access_for_user", + new_callable=AsyncMock, + ), + patch( + "litellm.proxy.vector_store_endpoints.management_endpoints._check_vector_store_access", + new_callable=AsyncMock, + return_value=False, + ), + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client), + ): + with pytest.raises(HTTPException) as exc_info: + await update_vector_store( + data=VectorStoreUpdateRequest( + vector_store_id="vs_other_team", + vector_store_description="hijacked", + ), + user_api_key_dict=UserAPIKeyAuth( + user_id="attacker", team_id="team-B" + ), + ) + assert exc_info.value.status_code == 403 + # The attacker must NOT see the existing credential in the + # error message either. + assert "sk-team-A-secret" not in str(exc_info.value.detail) + # And the DB update must not have been called. + mock_prisma_client.db.litellm_managedvectorstorestable.update.assert_not_called() + + @pytest.mark.asyncio + async def test_update_response_redacts_litellm_params(self): + from unittest.mock import AsyncMock, MagicMock, patch + + from litellm.constants import REDACTED_BY_LITELM_STRING + from litellm.proxy._types import UserAPIKeyAuth + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + update_vector_store, + ) + from litellm.types.vector_stores import VectorStoreUpdateRequest + + existing_row = MagicMock() + existing_row.model_dump = MagicMock( + return_value={ + "vector_store_id": "vs_owned", + "team_id": "team-A", + "litellm_params": { + "api_key": "sk-real-openai-key-123", + "api_base": "https://api.openai.com/v1", + }, + } + ) + updated_row = MagicMock() + updated_row.model_dump = MagicMock( + return_value={ + "vector_store_id": "vs_owned", + "team_id": "team-A", + "vector_store_description": "new desc", + "litellm_params": { + "api_key": "sk-real-openai-key-123", + "api_base": "https://api.openai.com/v1", + }, + } + ) + + mock_prisma_client = MagicMock() + mock_prisma_client.db.litellm_managedvectorstorestable.find_unique = AsyncMock( + return_value=existing_row + ) + mock_prisma_client.db.litellm_managedvectorstorestable.update = AsyncMock( + return_value=updated_row + ) + + with ( + patch( + "litellm.proxy.vector_store_endpoints.management_endpoints.check_feature_access_for_user", + new_callable=AsyncMock, + ), + patch( + "litellm.proxy.vector_store_endpoints.management_endpoints._check_vector_store_access", + new_callable=AsyncMock, + return_value=True, + ), + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client), + patch("litellm.vector_store_registry", None), + ): + response = await update_vector_store( + data=VectorStoreUpdateRequest( + vector_store_id="vs_owned", + vector_store_description="new desc", + ), + user_api_key_dict=UserAPIKeyAuth(user_id="owner", team_id="team-A"), + ) + + params = response["vector_store"]["litellm_params"] + assert params["api_key"] == REDACTED_BY_LITELM_STRING + assert params["api_base"] == "https://api.openai.com/v1" From 78d12ee88878b95f594ee9fe979e6b44d8edd1fa Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 05:14:34 +0000 Subject: [PATCH 53/80] refactor(vector-stores): extract _fetch_and_authorize_vector_store helper MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit /simplify pass: - ``update_vector_store`` (newly added) and ``get_vector_store_info``'s DB-fallback path duplicated the same shape: ``find_unique`` → ``model_dump`` → ``LiteLLM_ManagedVectorStore(**)`` → ``_check_vector_store_access`` → raise 404/403. Extract into ``_fetch_and_authorize_vector_store`` so the pattern lives in one place; future endpoints that need the same gate get it via one call. - The ``except HTTPException: raise`` guard added in the prior commit is retained — the helper raises HTTPException(403/404) and the catch-all ``except Exception`` would otherwise rewrite them as 500. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../management_endpoints.py | 71 ++++++++++--------- 1 file changed, 37 insertions(+), 34 deletions(-) diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py index acfefff302..9a70ac8b76 100644 --- a/litellm/proxy/vector_store_endpoints/management_endpoints.py +++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py @@ -63,6 +63,33 @@ def _redact_sensitive_litellm_params( } +async def _fetch_and_authorize_vector_store( + vector_store_id: str, + user_api_key_dict: UserAPIKeyAuth, + prisma_client: Any, +) -> "LiteLLM_ManagedVectorStore": + """ + Look up a vector store by id and confirm the caller can access it. + Raises HTTPException(404) on miss and HTTPException(403) on access + denial. + """ + row = await prisma_client.db.litellm_managedvectorstorestable.find_unique( + where={"vector_store_id": vector_store_id} + ) + if row is None: + raise HTTPException( + status_code=404, + detail=f"Vector store with ID {vector_store_id} not found", + ) + typed = LiteLLM_ManagedVectorStore(**row.model_dump()) + if not await _check_vector_store_access(typed, user_api_key_dict): + raise HTTPException( + status_code=403, + detail="Access denied: You do not have permission to access this vector store", + ) + return typed + + def _resolve_embedding_config_from_router( embedding_model: str, llm_router ) -> Optional[Dict[str, Any]]: @@ -752,26 +779,12 @@ async def get_vector_store_info( ) return {"vector_store": vector_store_pydantic_obj} - vector_store = ( - await prisma_client.db.litellm_managedvectorstorestable.find_unique( - where={"vector_store_id": data.vector_store_id} - ) + vector_store_typed = await _fetch_and_authorize_vector_store( + vector_store_id=data.vector_store_id, + user_api_key_dict=user_api_key_dict, + prisma_client=prisma_client, ) - if vector_store is None: - raise HTTPException( - status_code=404, - detail=f"Vector store with ID {data.vector_store_id} not found", - ) - - # Check access control for DB vector store - vector_store_dict = vector_store.model_dump() # type: ignore[attr-defined] - vector_store_typed = LiteLLM_ManagedVectorStore(**vector_store_dict) - if not await _check_vector_store_access(vector_store_typed, user_api_key_dict): - raise HTTPException( - status_code=403, - detail="Access denied: You do not have permission to access this vector store", - ) - + vector_store_dict = dict(vector_store_typed) if "litellm_params" in vector_store_dict: vector_store_dict["litellm_params"] = _redact_sensitive_litellm_params( vector_store_dict["litellm_params"] @@ -809,22 +822,12 @@ async def update_vector_store( # Per-store access control: anyone authenticated who passes the # premium-feature gate could otherwise update *any* vector store — - # including stores belonging to other teams. Mirror the check - # ``/vector_store/info`` already performs. - existing = await prisma_client.db.litellm_managedvectorstorestable.find_unique( - where={"vector_store_id": vector_store_id} + # including stores belonging to other teams. + await _fetch_and_authorize_vector_store( + vector_store_id=vector_store_id, + user_api_key_dict=user_api_key_dict, + prisma_client=prisma_client, ) - if existing is None: - raise HTTPException( - status_code=404, - detail=f"Vector store with ID {vector_store_id} not found", - ) - existing_typed = LiteLLM_ManagedVectorStore(**existing.model_dump()) - if not await _check_vector_store_access(existing_typed, user_api_key_dict): - raise HTTPException( - status_code=403, - detail="Access denied: You do not have permission to update this vector store", - ) # Handle metadata serialization if update_data.get("vector_store_metadata") is not None: From 294ac8383e390726218e4804b92446f37845b91b Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 06:10:45 +0000 Subject: [PATCH 54/80] fix(vector-stores): recurse into nested litellm_params; handle JSON-string shape MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Three issues surfaced in review of the previous commit: 1. **Veria — Medium**: ``litellm_params`` carries a nested ``litellm_embedding_config`` dict (auto-resolved from the model registry on create / update) which itself holds ``api_key`` / ``aws_*`` / ``vertex_credentials``. The previous redactor only inspected top-level keys, so the nested values passed through unredacted. Recurse into nested dicts. 2. **Greptile — P2**: when ``litellm_params`` is a JSON-serialized string (the in-memory registry occasionally stores it that way), the previous redactor silently no-op'd via the ``isinstance(..., dict)`` guard and echoed the raw payload back. Now: parse, redact, re-serialize. If the string is not valid JSON, replace it with the redaction sentinel rather than echo it. 3. **mypy** flagged ``_redact_sensitive_litellm_params``'s ``Optional[Dict[str, Any]]`` signature as incompatible with the ``object``-typed call site. Widened to ``Any -> Any`` to reflect the actual contract (the function now handles dict / str / None / other). Also fixes a related test regression in ``test_remove_sensitive_info_from_deployment_with_excluded_keys``: the ``"credentials"`` plural addition to ``SensitiveDataMasker`` defaults caused the first call (without ``excluded_keys``) to mutate the input dict's ``litellm_credentials_name`` to a masked value. The second call (with ``excluded_keys``) then saw the already-masked value rather than the original. Construct fresh input for each call. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../management_endpoints.py | 41 +++++++---- .../test_openai_endpoint_utils.py | 4 +- .../test_vector_store_endpoints.py | 72 +++++++++++++++++++ 3 files changed, 104 insertions(+), 13 deletions(-) diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py index 9a70ac8b76..48d08a35d7 100644 --- a/litellm/proxy/vector_store_endpoints/management_endpoints.py +++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py @@ -43,24 +43,41 @@ router = APIRouter() _LITELLM_PARAMS_MASKER = SensitiveDataMasker() -def _redact_sensitive_litellm_params( - litellm_params: Optional[Dict[str, Any]], -) -> Optional[Dict[str, Any]]: +def _redact_sensitive_litellm_params(litellm_params: Any) -> Any: """ Replace credential-bearing values in ``litellm_params`` with ``REDACTED_BY_LITELM`` while preserving non-secret keys (``api_base``, ``region``, ``model``, ``api_version``). + + Handles three input shapes: + + * ``dict`` — recurse into nested dicts (e.g. ``litellm_embedding_config`` + which itself carries ``api_key`` / ``aws_*`` / ``vertex_credentials``). + * ``str`` — the in-memory registry occasionally holds the params as a + JSON-serialized string. Parse, redact, re-serialize. If parsing + fails, return the redaction sentinel rather than echo the value + back verbatim. + * Anything else, or ``None`` — passed through. """ - if not litellm_params or not isinstance(litellm_params, dict): + if litellm_params is None: + return None + if isinstance(litellm_params, str): + try: + parsed = json.loads(litellm_params) + except (TypeError, ValueError): + return REDACTED_BY_LITELM_STRING + return json.dumps(_redact_sensitive_litellm_params(parsed)) + if not isinstance(litellm_params, dict): return litellm_params - return { - k: ( - REDACTED_BY_LITELM_STRING - if _LITELLM_PARAMS_MASKER.is_sensitive_key(k) - else v - ) - for k, v in litellm_params.items() - } + out: Dict[str, Any] = {} + for k, v in litellm_params.items(): + if _LITELLM_PARAMS_MASKER.is_sensitive_key(k): + out[k] = REDACTED_BY_LITELM_STRING + elif isinstance(v, dict): + out[k] = _redact_sensitive_litellm_params(v) + else: + out[k] = v + return out async def _fetch_and_authorize_vector_store( diff --git a/tests/test_litellm/proxy/common_utils/test_openai_endpoint_utils.py b/tests/test_litellm/proxy/common_utils/test_openai_endpoint_utils.py index 44288b027a..3e3e89f811 100644 --- a/tests/test_litellm/proxy/common_utils/test_openai_endpoint_utils.py +++ b/tests/test_litellm/proxy/common_utils/test_openai_endpoint_utils.py @@ -104,7 +104,9 @@ def test_remove_sensitive_info_from_deployment_with_excluded_keys(): assert sanitized_config["litellm_params"]["access_token"] != "token-12345" assert "*" in sanitized_config["litellm_params"]["access_token"] - # With excluded_keys, litellm_credentials_name should NOT be masked (even if it would match patterns) + # With excluded_keys, litellm_credentials_name should NOT be masked. + # ``remove_sensitive_info_from_deployment`` mutates its input, so feed it + # a fresh copy rather than the already-sanitized one. sanitized_config = remove_sensitive_info_from_deployment( copy.deepcopy(base_config), excluded_keys={"litellm_credentials_name"} ) diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py index 92027e0a6f..3d369ed224 100644 --- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py +++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py @@ -1951,6 +1951,78 @@ class TestRedactSensitiveLitellmParams: _redact_sensitive_litellm_params(original) assert original == snapshot, "input dict must not be mutated" + def test_redacts_nested_credentials_in_embedding_config(self): + """ + ``/vector_store/new`` and ``/vector_store/update`` auto-resolve + ``litellm_embedding_config`` from the model registry and store it + as a nested dict inside ``litellm_params``. The nested dict carries + its own ``api_key`` / ``aws_*`` / ``vertex_credentials``, and a + non-recursive redactor would leak them. + """ + from litellm.constants import REDACTED_BY_LITELM_STRING + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_sensitive_litellm_params, + ) + + params = { + "model": "openai/text-embedding-3-large", + "api_base": "https://api.openai.com/v1", + "litellm_embedding_config": { + "api_key": "sk-nested-secret", + "api_base": "https://nested.example.com", + "vertex_credentials": '{"private_key":"-----BEGIN..."}', + }, + } + out = _redact_sensitive_litellm_params(params) + nested = out["litellm_embedding_config"] + assert nested["api_key"] == REDACTED_BY_LITELM_STRING + assert nested["vertex_credentials"] == REDACTED_BY_LITELM_STRING + assert nested["api_base"] == "https://nested.example.com" + # Top-level non-secrets preserved + assert out["api_base"] == "https://api.openai.com/v1" + assert out["model"] == "openai/text-embedding-3-large" + + def test_redacts_json_string_litellm_params(self): + """ + The in-memory registry occasionally holds ``litellm_params`` as a + JSON-serialized string rather than a dict. The redactor must parse, + redact, and re-serialize so callers don't get the raw string back. + """ + import json as _json + + from litellm.constants import REDACTED_BY_LITELM_STRING + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_sensitive_litellm_params, + ) + + params_json = _json.dumps( + { + "api_key": "sk-secret-from-json-string", + "api_base": "https://api.openai.com/v1", + } + ) + out = _redact_sensitive_litellm_params(params_json) + assert isinstance(out, str) + parsed = _json.loads(out) + assert parsed["api_key"] == REDACTED_BY_LITELM_STRING + assert parsed["api_base"] == "https://api.openai.com/v1" + + def test_redacts_unparseable_string_litellm_params(self): + """ + If ``litellm_params`` is a string that isn't valid JSON, the + redactor must NOT echo the value back verbatim — it could contain + opaque credential material. + """ + from litellm.constants import REDACTED_BY_LITELM_STRING + from litellm.proxy.vector_store_endpoints.management_endpoints import ( + _redact_sensitive_litellm_params, + ) + + out = _redact_sensitive_litellm_params( + "this is not json but might contain a secret" + ) + assert out == REDACTED_BY_LITELM_STRING + class TestUpdateVectorStoreAccessControlAndRedaction: """ From 4d92bc8b860d20479ade17b5c891a1ed322ffab9 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Sat, 25 Apr 2026 07:19:44 +0000 Subject: [PATCH 55/80] fix(vector-stores): re-raise HTTPException from get_vector_store_info; allowlist recursion Two issues from the previous push's review: 1. **Greptile P1**: ``get_vector_store_info`` had the same catch-all ``except Exception`` pattern as ``update_vector_store``, so the HTTPException(403/404) raised by both the in-memory access check and the new ``_fetch_and_authorize_vector_store`` helper was rewritten as 500. Mirror the ``except HTTPException: raise`` guard from ``update_vector_store``. 2. **code-quality CI** (``tests/code_coverage_tests/recursive_detector.py``) flagged ``_redact_sensitive_litellm_params`` as an unallowlisted recursive function. Match the convention of other allowlisted helpers ("max depth set"): bound recursion at depth 10 (well above any plausible nesting level for real ``litellm_params`` payloads), return the redaction sentinel on overflow, and add the function name to ``IGNORE_FUNCTIONS``. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../management_endpoints.py | 19 ++++++++++++++++--- .../code_coverage_tests/recursive_detector.py | 1 + 2 files changed, 17 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py index 48d08a35d7..99a2085bfc 100644 --- a/litellm/proxy/vector_store_endpoints/management_endpoints.py +++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py @@ -43,7 +43,10 @@ router = APIRouter() _LITELLM_PARAMS_MASKER = SensitiveDataMasker() -def _redact_sensitive_litellm_params(litellm_params: Any) -> Any: +_REDACT_LITELLM_PARAMS_MAX_DEPTH = 10 + + +def _redact_sensitive_litellm_params(litellm_params: Any, _depth: int = 0) -> Any: """ Replace credential-bearing values in ``litellm_params`` with ``REDACTED_BY_LITELM`` while preserving non-secret keys (``api_base``, @@ -58,7 +61,13 @@ def _redact_sensitive_litellm_params(litellm_params: Any) -> Any: fails, return the redaction sentinel rather than echo the value back verbatim. * Anything else, or ``None`` — passed through. + + Recursion depth is bounded by ``_REDACT_LITELLM_PARAMS_MAX_DEPTH`` — + matching the convention of other allowlisted recursive helpers in the + repo (see ``tests/code_coverage_tests/recursive_detector.py``). """ + if _depth >= _REDACT_LITELLM_PARAMS_MAX_DEPTH: + return REDACTED_BY_LITELM_STRING if litellm_params is None: return None if isinstance(litellm_params, str): @@ -66,7 +75,7 @@ def _redact_sensitive_litellm_params(litellm_params: Any) -> Any: parsed = json.loads(litellm_params) except (TypeError, ValueError): return REDACTED_BY_LITELM_STRING - return json.dumps(_redact_sensitive_litellm_params(parsed)) + return json.dumps(_redact_sensitive_litellm_params(parsed, _depth + 1)) if not isinstance(litellm_params, dict): return litellm_params out: Dict[str, Any] = {} @@ -74,7 +83,7 @@ def _redact_sensitive_litellm_params(litellm_params: Any) -> Any: if _LITELLM_PARAMS_MASKER.is_sensitive_key(k): out[k] = REDACTED_BY_LITELM_STRING elif isinstance(v, dict): - out[k] = _redact_sensitive_litellm_params(v) + out[k] = _redact_sensitive_litellm_params(v, _depth + 1) else: out[k] = v return out @@ -807,6 +816,10 @@ async def get_vector_store_info( vector_store_dict["litellm_params"] ) return {"vector_store": vector_store_dict} + except HTTPException: + # Preserve 403/404 from the access-control / not-found checks above; + # the catch-all below would otherwise rewrite them as 500. + raise except Exception as e: verbose_proxy_logger.exception(f"Error getting vector store info: {str(e)}") raise HTTPException(status_code=500, detail=str(e)) diff --git a/tests/code_coverage_tests/recursive_detector.py b/tests/code_coverage_tests/recursive_detector.py index fc9c99f6af..07af2735df 100644 --- a/tests/code_coverage_tests/recursive_detector.py +++ b/tests/code_coverage_tests/recursive_detector.py @@ -46,6 +46,7 @@ IGNORE_FUNCTIONS = [ "dict", # max depth set. _LiteLLMParamsDictView.dict() calls builtin dict(), not itself. "_read_image_bytes", # max depth set. "_get_masked_values", # max depth set (default 20) to prevent infinite recursion while masking nested sensitive config dicts. + "_redact_sensitive_litellm_params", # max depth set (default 10). ] From 3f5c58925571381af50996b54ca87bf53ebd3180 Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 19:21:57 +0000 Subject: [PATCH 56/80] fix(bedrock): add 1-hour cache write tier for Claude 4.5/4.6/4.7 (Global, US) AWS Bedrock pricing publishes a separate 1-hour prompt-cache write rate for Claude 4.5 / 4.6 / 4.7 (1.6x the 5-minute rate). Without `cache_creation_input_token_cost_above_1hr`, cost tracking for 1-hour-TTL prompt caching on Bedrock falls back to the 5-minute rate and undercounts spend by ~60%. Adds the field to the spot-checked Global and US-region entries: - anthropic.claude-opus-4-7 (Global $10.00 / MTok) - anthropic.claude-opus-4-6-v1 (Global $10.00 / MTok) - anthropic.claude-opus-4-5-... (Global $10.00 / MTok) - anthropic.claude-sonnet-4-6 (Global $6.00 / MTok) - anthropic.claude-sonnet-4-5-... (Global $6.00 / MTok regular, $12.00 / MTok long-context >200K) - anthropic.claude-haiku-4-5-... (Global $2.00 / MTok) - global.anthropic.* mirrors of the above - us.anthropic.* mirrors at the US +10% premium Also updates the long-context (>200K) variants of Sonnet 4.5 with `cache_creation_input_token_cost_above_1hr_above_200k_tokens`. The mirrored entries in `litellm/model_prices_and_context_window_backup.json` are updated in lockstep. EU / AU / APAC / JP / us-gov regional variants are out of scope for this change pending separate verification against AWS Bedrock pricing for those regions. Adds tests/test_litellm/test_bedrock_anthropic_1hr_cache_pricing.py to lock in the expected values and the 1.6x ratio invariant. Co-authored-by: Mateo Wang --- ...odel_prices_and_context_window_backup.json | 22 ++++ model_prices_and_context_window.json | 22 ++++ ...est_bedrock_anthropic_1hr_cache_pricing.py | 123 ++++++++++++++++++ 3 files changed, 167 insertions(+) create mode 100644 tests/test_litellm/test_bedrock_anthropic_1hr_cache_pricing.py diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index e4268fac81..13a45fd165 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -712,6 +712,7 @@ }, "anthropic.claude-haiku-4-5-20251001-v1:0": { "cache_creation_input_token_cost": 1.25e-06, + "cache_creation_input_token_cost_above_1hr": 2e-06, "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", @@ -735,6 +736,7 @@ }, "anthropic.claude-haiku-4-5@20251001": { "cache_creation_input_token_cost": 1.25e-06, + "cache_creation_input_token_cost_above_1hr": 2e-06, "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", @@ -955,6 +957,7 @@ }, "anthropic.claude-opus-4-5-20251101-v1:0": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -982,6 +985,7 @@ }, "anthropic.claude-opus-4-6-v1": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1011,6 +1015,7 @@ }, "global.anthropic.claude-opus-4-6-v1": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1040,6 +1045,7 @@ }, "us.anthropic.claude-opus-4-6-v1": { "cache_creation_input_token_cost": 6.875e-06, + "cache_creation_input_token_cost_above_1hr": 1.1e-05, "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", @@ -1127,6 +1133,7 @@ }, "anthropic.claude-opus-4-7": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1157,6 +1164,7 @@ }, "global.anthropic.claude-opus-4-7": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1187,6 +1195,7 @@ }, "us.anthropic.claude-opus-4-7": { "cache_creation_input_token_cost": 6.875e-06, + "cache_creation_input_token_cost_above_1hr": 1.1e-05, "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", @@ -1277,6 +1286,7 @@ }, "anthropic.claude-sonnet-4-6": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", @@ -1305,6 +1315,7 @@ }, "global.anthropic.claude-sonnet-4-6": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", @@ -1333,6 +1344,7 @@ }, "us.anthropic.claude-sonnet-4-6": { "cache_creation_input_token_cost": 4.125e-06, + "cache_creation_input_token_cost_above_1hr": 6.6e-06, "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", @@ -1447,11 +1459,13 @@ }, "anthropic.claude-sonnet-4-5-20250929-v1:0": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "input_cost_per_token_above_200k_tokens": 6e-06, "output_cost_per_token_above_200k_tokens": 2.25e-05, "cache_creation_input_token_cost_above_200k_tokens": 7.5e-06, + "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", "max_input_tokens": 200000, @@ -17921,11 +17935,13 @@ }, "global.anthropic.claude-sonnet-4-5-20250929-v1:0": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "input_cost_per_token_above_200k_tokens": 6e-06, "output_cost_per_token_above_200k_tokens": 2.25e-05, "cache_creation_input_token_cost_above_200k_tokens": 7.5e-06, + "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", "max_input_tokens": 200000, @@ -17982,6 +17998,7 @@ }, "global.anthropic.claude-haiku-4-5-20251001-v1:0": { "cache_creation_input_token_cost": 1.25e-06, + "cache_creation_input_token_cost_above_1hr": 2e-06, "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", @@ -30116,6 +30133,7 @@ }, "us.anthropic.claude-haiku-4-5-20251001-v1:0": { "cache_creation_input_token_cost": 1.375e-06, + "cache_creation_input_token_cost_above_1hr": 2.2e-06, "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", @@ -30267,11 +30285,13 @@ }, "us.anthropic.claude-sonnet-4-5-20250929-v1:0": { "cache_creation_input_token_cost": 4.125e-06, + "cache_creation_input_token_cost_above_1hr": 6.6e-06, "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "input_cost_per_token_above_200k_tokens": 6.6e-06, "output_cost_per_token_above_200k_tokens": 2.475e-05, "cache_creation_input_token_cost_above_200k_tokens": 8.25e-06, + "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", "max_input_tokens": 200000, @@ -30372,6 +30392,7 @@ }, "us.anthropic.claude-opus-4-5-20251101-v1:0": { "cache_creation_input_token_cost": 6.875e-06, + "cache_creation_input_token_cost_above_1hr": 1.1e-05, "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", @@ -30399,6 +30420,7 @@ }, "global.anthropic.claude-opus-4-5-20251101-v1:0": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index ca7d323ad6..bbe13442d6 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -712,6 +712,7 @@ }, "anthropic.claude-haiku-4-5-20251001-v1:0": { "cache_creation_input_token_cost": 1.25e-06, + "cache_creation_input_token_cost_above_1hr": 2e-06, "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", @@ -735,6 +736,7 @@ }, "anthropic.claude-haiku-4-5@20251001": { "cache_creation_input_token_cost": 1.25e-06, + "cache_creation_input_token_cost_above_1hr": 2e-06, "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", @@ -955,6 +957,7 @@ }, "anthropic.claude-opus-4-5-20251101-v1:0": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -982,6 +985,7 @@ }, "anthropic.claude-opus-4-6-v1": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1011,6 +1015,7 @@ }, "global.anthropic.claude-opus-4-6-v1": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1040,6 +1045,7 @@ }, "us.anthropic.claude-opus-4-6-v1": { "cache_creation_input_token_cost": 6.875e-06, + "cache_creation_input_token_cost_above_1hr": 1.1e-05, "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", @@ -1127,6 +1133,7 @@ }, "anthropic.claude-opus-4-7": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1171,6 +1178,7 @@ }, "global.anthropic.claude-opus-4-7": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", @@ -1201,6 +1209,7 @@ }, "us.anthropic.claude-opus-4-7": { "cache_creation_input_token_cost": 6.875e-06, + "cache_creation_input_token_cost_above_1hr": 1.1e-05, "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", @@ -1291,6 +1300,7 @@ }, "anthropic.claude-sonnet-4-6": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", @@ -1319,6 +1329,7 @@ }, "global.anthropic.claude-sonnet-4-6": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", @@ -1347,6 +1358,7 @@ }, "us.anthropic.claude-sonnet-4-6": { "cache_creation_input_token_cost": 4.125e-06, + "cache_creation_input_token_cost_above_1hr": 6.6e-06, "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", @@ -1461,11 +1473,13 @@ }, "anthropic.claude-sonnet-4-5-20250929-v1:0": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "input_cost_per_token_above_200k_tokens": 6e-06, "output_cost_per_token_above_200k_tokens": 2.25e-05, "cache_creation_input_token_cost_above_200k_tokens": 7.5e-06, + "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", "max_input_tokens": 200000, @@ -17935,11 +17949,13 @@ }, "global.anthropic.claude-sonnet-4-5-20250929-v1:0": { "cache_creation_input_token_cost": 3.75e-06, + "cache_creation_input_token_cost_above_1hr": 6e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "input_cost_per_token_above_200k_tokens": 6e-06, "output_cost_per_token_above_200k_tokens": 2.25e-05, "cache_creation_input_token_cost_above_200k_tokens": 7.5e-06, + "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", "max_input_tokens": 200000, @@ -17996,6 +18012,7 @@ }, "global.anthropic.claude-haiku-4-5-20251001-v1:0": { "cache_creation_input_token_cost": 1.25e-06, + "cache_creation_input_token_cost_above_1hr": 2e-06, "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", @@ -30170,6 +30187,7 @@ }, "us.anthropic.claude-haiku-4-5-20251001-v1:0": { "cache_creation_input_token_cost": 1.375e-06, + "cache_creation_input_token_cost_above_1hr": 2.2e-06, "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", @@ -30321,11 +30339,13 @@ }, "us.anthropic.claude-sonnet-4-5-20250929-v1:0": { "cache_creation_input_token_cost": 4.125e-06, + "cache_creation_input_token_cost_above_1hr": 6.6e-06, "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "input_cost_per_token_above_200k_tokens": 6.6e-06, "output_cost_per_token_above_200k_tokens": 2.475e-05, "cache_creation_input_token_cost_above_200k_tokens": 8.25e-06, + "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", "max_input_tokens": 200000, @@ -30426,6 +30446,7 @@ }, "us.anthropic.claude-opus-4-5-20251101-v1:0": { "cache_creation_input_token_cost": 6.875e-06, + "cache_creation_input_token_cost_above_1hr": 1.1e-05, "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", @@ -30453,6 +30474,7 @@ }, "global.anthropic.claude-opus-4-5-20251101-v1:0": { "cache_creation_input_token_cost": 6.25e-06, + "cache_creation_input_token_cost_above_1hr": 1e-05, "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", diff --git a/tests/test_litellm/test_bedrock_anthropic_1hr_cache_pricing.py b/tests/test_litellm/test_bedrock_anthropic_1hr_cache_pricing.py new file mode 100644 index 0000000000..69af35dfea --- /dev/null +++ b/tests/test_litellm/test_bedrock_anthropic_1hr_cache_pricing.py @@ -0,0 +1,123 @@ +""" +Validate that Bedrock-hosted Anthropic Claude 4.5/4.6/4.7 entries carry the +1-hour prompt-cache write tier (`cache_creation_input_token_cost_above_1hr`) +in `model_prices_and_context_window.json`. + +AWS Bedrock pricing (https://aws.amazon.com/bedrock/pricing/) publishes a +separate 1-hour cache write column for the Claude 4.5 / 4.6 / 4.7 family. +Without these fields, cost tracking on Bedrock 1-hour-TTL prompt caching +falls back to the 5-minute write rate and undercounts spend by ~60%. + +Source values (per million tokens) for the 1-hour cache write column, +as published on the AWS Bedrock pricing page: + + Global pricing: + Opus 4.7 / Opus 4.6 / Opus 4.5 -> $10.00 + Sonnet 4.6 / Sonnet 4.5 (regular tier) -> $6.00 + Sonnet 4.5 long-context (>200K tier) -> $12.00 + Haiku 4.5 -> $2.00 + + US pricing (10% premium over Global): + Opus 4.7 / Opus 4.6 / Opus 4.5 -> $11.00 + Sonnet 4.6 / Sonnet 4.5 (regular tier) -> $6.60 + Sonnet 4.5 long-context (>200K tier) -> $13.20 + Haiku 4.5 -> $2.20 +""" + +import json +import os + +import pytest + + +@pytest.fixture(scope="module") +def model_data(): + json_path = os.path.join( + os.path.dirname(__file__), "../../model_prices_and_context_window.json" + ) + with open(json_path) as f: + return json.load(f) + + +# (model_key, expected 1hr cache write per token, expected 1hr LC tier or None) +GLOBAL_EXPECTED = [ + # Opus 4.7 - $10.00 / MTok + ("anthropic.claude-opus-4-7", 1e-05, None), + ("global.anthropic.claude-opus-4-7", 1e-05, None), + # Opus 4.6 - $10.00 / MTok + ("anthropic.claude-opus-4-6-v1", 1e-05, None), + ("global.anthropic.claude-opus-4-6-v1", 1e-05, None), + # Opus 4.5 - $10.00 / MTok + ("anthropic.claude-opus-4-5-20251101-v1:0", 1e-05, None), + ("global.anthropic.claude-opus-4-5-20251101-v1:0", 1e-05, None), + # Sonnet 4.6 - $6.00 / MTok (no separate LC tier per AWS) + ("anthropic.claude-sonnet-4-6", 6e-06, None), + ("global.anthropic.claude-sonnet-4-6", 6e-06, None), + # Sonnet 4.5 - $6.00 / MTok regular, $12.00 / MTok long-context (>200K) + ("anthropic.claude-sonnet-4-5-20250929-v1:0", 6e-06, 1.2e-05), + ("global.anthropic.claude-sonnet-4-5-20250929-v1:0", 6e-06, 1.2e-05), + # Haiku 4.5 - $2.00 / MTok + ("anthropic.claude-haiku-4-5-20251001-v1:0", 2e-06, None), + ("anthropic.claude-haiku-4-5@20251001", 2e-06, None), + ("global.anthropic.claude-haiku-4-5-20251001-v1:0", 2e-06, None), +] + +US_EXPECTED = [ + # US is +10% over Global. + ("us.anthropic.claude-opus-4-7", 1.1e-05, None), + ("us.anthropic.claude-opus-4-6-v1", 1.1e-05, None), + ("us.anthropic.claude-opus-4-5-20251101-v1:0", 1.1e-05, None), + ("us.anthropic.claude-sonnet-4-6", 6.6e-06, None), + ("us.anthropic.claude-sonnet-4-5-20250929-v1:0", 6.6e-06, 1.32e-05), + ("us.anthropic.claude-haiku-4-5-20251001-v1:0", 2.2e-06, None), +] + + +@pytest.mark.parametrize( + "model_key, expected_1hr, expected_1hr_lc", GLOBAL_EXPECTED + US_EXPECTED +) +def test_bedrock_anthropic_1hr_cache_write_pricing( + model_data, model_key, expected_1hr, expected_1hr_lc +): + assert model_key in model_data, f"Missing model entry: {model_key}" + info = model_data[model_key] + + # 1hr cache write rate must be present and exact. + assert "cache_creation_input_token_cost_above_1hr" in info, ( + f"{model_key}: missing cache_creation_input_token_cost_above_1hr - " + "AWS Bedrock charges a separate 1-hour cache write rate for this model" + ) + assert info["cache_creation_input_token_cost_above_1hr"] == expected_1hr, ( + f"{model_key}: 1hr cache write rate " + f"{info['cache_creation_input_token_cost_above_1hr']} does not match " + f"expected {expected_1hr} from AWS Bedrock pricing" + ) + + # 1hr cache write rate must be 1.6x the 5-minute rate (AWS standard ratio). + five_min = info["cache_creation_input_token_cost"] + ratio = info["cache_creation_input_token_cost_above_1hr"] / five_min + assert ( + abs(ratio - 1.6) < 1e-9 + ), f"{model_key}: 1hr/5min ratio is {ratio}, expected 1.6" + + # Long-context (>200K) tier, where AWS publishes one. + if expected_1hr_lc is not None: + assert ( + "cache_creation_input_token_cost_above_1hr_above_200k_tokens" in info + ), f"{model_key}: missing 1hr cache write tier for >200K context" + assert ( + info["cache_creation_input_token_cost_above_1hr_above_200k_tokens"] + == expected_1hr_lc + ), ( + f"{model_key}: long-context 1hr cache write rate " + f"{info['cache_creation_input_token_cost_above_1hr_above_200k_tokens']} " + f"does not match expected {expected_1hr_lc}" + ) + five_min_lc = info["cache_creation_input_token_cost_above_200k_tokens"] + ratio_lc = ( + info["cache_creation_input_token_cost_above_1hr_above_200k_tokens"] + / five_min_lc + ) + assert ( + abs(ratio_lc - 1.6) < 1e-9 + ), f"{model_key}: long-context 1hr/5min ratio is {ratio_lc}, expected 1.6" From 4cecfec9f9637a227a495a5519842e3b5e790b36 Mon Sep 17 00:00:00 2001 From: Sameer Kankute Date: Thu, 30 Apr 2026 01:04:14 +0530 Subject: [PATCH 57/80] feat(proxy): LiteLLM headers on Google native generateContent routes (#25500) * feat(proxy): return LiteLLM headers on Google native generateContent routes Wire build_litellm_proxy_success_headers_from_llm_response for :generateContent and :streamGenerateContent so x-litellm-*, rate limit, and provider headers match the OpenAI-style proxy path. Add unit test. Annotate httpx.HTTPStatusError branch so pyright accepts .response after optional exception transform. Remove unused variable in streaming tracer test (Ruff F841). Made-with: Cursor * fix(proxy): prefill Google GenAI stream _hidden_params for proxy headers - Pass model_id, api_base, and process_response_headers output into streaming iterators so streamGenerateContent gets the same x-litellm-* headers as non-streaming paths. - Drop request_data deployment mutation from build_litellm_proxy_success_headers_from_llm_response. - Avoid logging raw request key names in oversized debug payload (code scanning). - Extend tests for streaming iterator shape, metadata fallback, and helper. Made-with: Cursor * Update litellm/proxy/common_request_processing.py Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> * remove unused key count * Fix greptile review * Update litellm/proxy/common_request_processing.py Co-authored-by: Mateo Wang <277851410+mateo-berri@users.noreply.github.com> --------- Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Co-authored-by: Mateo Wang <277851410+mateo-berri@users.noreply.github.com> --- litellm/google_genai/streaming_iterator.py | 8 +- litellm/llms/custom_httpx/llm_http_handler.py | 36 +++++ litellm/proxy/common_request_processing.py | 72 ++++++++- litellm/proxy/google_endpoints/endpoints.py | 29 +++- .../custom_httpx/test_llm_http_handler.py | 32 +++- .../proxy/test_common_request_processing.py | 142 +++++++++++++++++- 6 files changed, 303 insertions(+), 16 deletions(-) diff --git a/litellm/google_genai/streaming_iterator.py b/litellm/google_genai/streaming_iterator.py index 8cb2ee0937..3e97b48077 100644 --- a/litellm/google_genai/streaming_iterator.py +++ b/litellm/google_genai/streaming_iterator.py @@ -1,6 +1,6 @@ import asyncio from datetime import datetime -from typing import TYPE_CHECKING, Any, List, Optional +from typing import TYPE_CHECKING, Any, Dict, List, Optional from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.proxy.pass_through_endpoints.success_handler import ( @@ -29,12 +29,14 @@ class BaseGoogleGenAIGenerateContentStreamingIterator: litellm_logging_obj: LiteLLMLoggingObj, request_body: dict, model: str, + hidden_params: Optional[Dict[str, Any]] = None, ): self.litellm_logging_obj = litellm_logging_obj self.request_body = request_body self.start_time = datetime.now() self.collected_chunks: List[bytes] = [] self.model = model + self._hidden_params: Dict[str, Any] = hidden_params or {} async def _handle_async_streaming_logging( self, @@ -76,11 +78,13 @@ class GoogleGenAIGenerateContentStreamingIterator( litellm_metadata: dict, custom_llm_provider: str, request_body: Optional[dict] = None, + hidden_params: Optional[Dict[str, Any]] = None, ): super().__init__( litellm_logging_obj=logging_obj, request_body=request_body or {}, model=model, + hidden_params=hidden_params, ) self.response = response self.model = model @@ -130,11 +134,13 @@ class AsyncGoogleGenAIGenerateContentStreamingIterator( litellm_metadata: dict, custom_llm_provider: str, request_body: Optional[dict] = None, + hidden_params: Optional[Dict[str, Any]] = None, ): super().__init__( litellm_logging_obj=logging_obj, request_body=request_body or {}, model=model, + hidden_params=hidden_params, ) self.response = response self.model = model diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py index b9ada079f6..6b9a2c6a5d 100644 --- a/litellm/llms/custom_httpx/llm_http_handler.py +++ b/litellm/llms/custom_httpx/llm_http_handler.py @@ -155,6 +155,30 @@ else: LiteLLMLoggingObj = Any +def _google_genai_streaming_hidden_params( + *, + api_base: str, + litellm_params: GenericLiteLLMParams, + logging_obj: LiteLLMLoggingObj, + response_headers: httpx.Headers, +) -> Dict[str, Any]: + """Pre-stream metadata for proxy response headers (mirrors CustomStreamWrapper._hidden_params).""" + from litellm.litellm_core_utils.core_helpers import process_response_headers + + _model_info: Dict[str, Any] = dict( + getattr(litellm_params, "model_info", None) or {} + ) + _raw_id = _model_info.get("id") or logging_obj.get_router_model_id() or "" + _model_id = _raw_id if isinstance(_raw_id, str) else str(_raw_id) + return { + "model_id": _model_id, + "api_base": api_base, + "cache_key": "", + "response_cost": "", + "additional_headers": process_response_headers(response_headers), + } + + class BaseLLMHTTPHandler: async def _make_common_async_call( self, @@ -10425,6 +10449,12 @@ class BaseLLMHTTPHandler: litellm_metadata=litellm_metadata or {}, custom_llm_provider=custom_llm_provider, request_body=data, + hidden_params=_google_genai_streaming_hidden_params( + api_base=api_base, + litellm_params=litellm_params, + logging_obj=logging_obj, + response_headers=response.headers, + ), ) else: response = sync_httpx_client.post( @@ -10534,6 +10564,12 @@ class BaseLLMHTTPHandler: litellm_metadata=litellm_metadata or {}, custom_llm_provider=custom_llm_provider, request_body=data, + hidden_params=_google_genai_streaming_hidden_params( + api_base=api_base, + litellm_params=litellm_params, + logging_obj=logging_obj, + response_headers=response.headers, + ), ) else: response = await async_httpx_client.post( diff --git a/litellm/proxy/common_request_processing.py b/litellm/proxy/common_request_processing.py index c8fab4be4a..76c52f83ee 100644 --- a/litellm/proxy/common_request_processing.py +++ b/litellm/proxy/common_request_processing.py @@ -619,6 +619,67 @@ class ProxyBaseLLMRequestProcessing: verbose_proxy_logger.error(f"Error setting custom headers: {e}") return {} + @staticmethod + async def build_litellm_proxy_success_headers_from_llm_response( + *, + response: Any, + request_data: dict, + request: Request, + user_api_key_dict: UserAPIKeyAuth, + logging_obj: LiteLLMLoggingObj, + version: Optional[str], + proxy_logging_obj: ProxyLogging, + ) -> Dict[str, str]: + """ + Build LiteLLM proxy response headers for routes that call the LLM directly + (e.g. Google native :generateContent) instead of base_process_llm_request. + """ + if isinstance(response, dict): + hidden_params = response.get("_hidden_params") or {} + else: + hidden_params = getattr(response, "_hidden_params", None) or {} + if not isinstance(hidden_params, dict): + hidden_params = {} + + model_id = ProxyBaseLLMRequestProcessing._get_model_id_from_response( + hidden_params, request_data + ) + + cache_key = hidden_params.get("cache_key", None) or "" + api_base = hidden_params.get("api_base", None) or "" + response_cost = hidden_params.get("response_cost", None) or "" + fastest_response_batch_completion = hidden_params.get( + "fastest_response_batch_completion", None + ) + additional_headers = hidden_params.get("additional_headers", {}) or {} + + custom_headers = ProxyBaseLLMRequestProcessing.get_custom_headers( + user_api_key_dict=user_api_key_dict, + call_id=logging_obj.litellm_call_id, + model_id=model_id, + cache_key=cache_key, + api_base=api_base, + version=version, + response_cost=response_cost, + model_region=getattr(user_api_key_dict, "allowed_model_region", ""), + fastest_response_batch_completion=fastest_response_batch_completion, + request_data=request_data, + hidden_params=hidden_params, + litellm_logging_obj=logging_obj, + **additional_headers, + ) + + callback_headers = await proxy_logging_obj.post_call_response_headers_hook( + data=request_data, + user_api_key_dict=user_api_key_dict, + response=response, + request_headers=dict(request.headers), + ) + if callback_headers: + custom_headers.update(callback_headers) + + return custom_headers + async def common_processing_pre_call_logic( self, request: Request, @@ -875,7 +936,7 @@ class ProxyBaseLLMRequestProcessing: else: verbose_proxy_logger.debug( "Request received by LiteLLM:\n%s", - json.dumps(self.data, indent=4, default=str), + _payload_str, ) async def base_process_llm_request( # noqa: PLR0915 @@ -1511,9 +1572,7 @@ class ProxyBaseLLMRequestProcessing: _response = assembled_response try: from litellm.proxy.proxy_server import llm_router as _global_llm_router - from litellm.proxy.utils import ( - _check_and_merge_model_level_guardrails, - ) + from litellm.proxy.utils import _check_and_merge_model_level_guardrails guardrail_data = _check_and_merge_model_level_guardrails( data=captured_data, llm_router=_global_llm_router @@ -1690,11 +1749,12 @@ class ProxyBaseLLMRequestProcessing: elif isinstance(e, httpx.HTTPStatusError): # Handle httpx.HTTPStatusError - extract actual error from response # This matches the original behavior before the refactor in commit 511d435f6f - error_body = await e.response.aread() + http_status_error: httpx.HTTPStatusError = e + error_body = await http_status_error.response.aread() error_text = error_body.decode("utf-8") raise HTTPException( - status_code=e.response.status_code, + status_code=http_status_error.response.status_code, detail={"error": error_text}, ) error_msg = f"{str(e)}" diff --git a/litellm/proxy/google_endpoints/endpoints.py b/litellm/proxy/google_endpoints/endpoints.py index 9768d93e92..6ada8f5878 100644 --- a/litellm/proxy/google_endpoints/endpoints.py +++ b/litellm/proxy/google_endpoints/endpoints.py @@ -35,6 +35,7 @@ async def google_generate_content( general_settings, llm_router, proxy_config, + proxy_logging_obj, version, ) @@ -73,6 +74,16 @@ async def google_generate_content( if llm_router is None: raise HTTPException(status_code=500, detail="Router not initialized") response = await llm_router.agenerate_content(**data) + success_headers = await ProxyBaseLLMRequestProcessing.build_litellm_proxy_success_headers_from_llm_response( + response=response, + request_data=data, + request=request, + user_api_key_dict=user_api_key_dict, + logging_obj=logging_obj, + version=version, + proxy_logging_obj=proxy_logging_obj, + ) + fastapi_response.headers.update(success_headers) return response @@ -95,6 +106,7 @@ async def google_stream_generate_content( general_settings, llm_router, proxy_config, + proxy_logging_obj, version, ) @@ -137,9 +149,24 @@ async def google_stream_generate_content( raise HTTPException(status_code=500, detail="Router not initialized") response = await llm_router.agenerate_content_stream(**data) + success_headers = await ProxyBaseLLMRequestProcessing.build_litellm_proxy_success_headers_from_llm_response( + response=response, + request_data=data, + request=request, + user_api_key_dict=user_api_key_dict, + logging_obj=logging_obj, + version=version, + proxy_logging_obj=proxy_logging_obj, + ) + # Check if response is an async iterator (streaming response) if response is not None and hasattr(response, "__aiter__"): - return StreamingResponse(content=response, media_type="text/event-stream") + return StreamingResponse( + content=response, + media_type="text/event-stream", + headers=success_headers, + ) + fastapi_response.headers.update(success_headers) return response diff --git a/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py b/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py index 6924eb8d3d..752b5ff090 100644 --- a/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py +++ b/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py @@ -2,12 +2,16 @@ import os import sys from unittest.mock import AsyncMock, Mock, patch +import httpx import pytest sys.path.insert( 0, os.path.abspath("../../../..") ) # Adds the parent directory to the system path -from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler +from litellm.llms.custom_httpx.llm_http_handler import ( + BaseLLMHTTPHandler, + _google_genai_streaming_hidden_params, +) from litellm.types.router import GenericLiteLLMParams @@ -320,3 +324,29 @@ async def test_async_anthropic_messages_handler_header_priority(): assert captured_headers["X-Forwarded-Only"] == "keep" assert captured_headers["X-Extra-Only"] == "also-keep" assert captured_headers["X-Provider-Only"] == "keep-this-too" + + +def test_google_genai_streaming_hidden_params_model_info_and_router_fallback(): + logging_obj = Mock() + logging_obj.get_router_model_id = Mock(return_value="router-model-id") + + from_model_info = _google_genai_streaming_hidden_params( + api_base="https://generativelanguage.googleapis.com/v1beta", + litellm_params=GenericLiteLLMParams(model_info={"id": "info-id"}), + logging_obj=logging_obj, + response_headers=httpx.Headers({"x-ratelimit-remaining": "10"}), + ) + assert from_model_info["model_id"] == "info-id" + assert ( + from_model_info["api_base"] + == "https://generativelanguage.googleapis.com/v1beta" + ) + assert isinstance(from_model_info["additional_headers"], dict) + + from_router = _google_genai_streaming_hidden_params( + api_base="https://x", + litellm_params=GenericLiteLLMParams(), + logging_obj=logging_obj, + response_headers=httpx.Headers({}), + ) + assert from_router["model_id"] == "router-model-id" diff --git a/tests/test_litellm/proxy/test_common_request_processing.py b/tests/test_litellm/proxy/test_common_request_processing.py index a635c16e98..d4b4617730 100644 --- a/tests/test_litellm/proxy/test_common_request_processing.py +++ b/tests/test_litellm/proxy/test_common_request_processing.py @@ -218,6 +218,141 @@ class TestProxyBaseLLMRequestProcessing: headers_with_invalid ) + @pytest.mark.asyncio + async def test_build_litellm_proxy_success_headers_from_llm_response(self): + """ + Google native :generateContent uses this helper instead of base_process_llm_request; + ensure x-litellm-* headers and callback hooks merge like the main proxy path. + """ + mock_request = MagicMock(spec=Request) + mock_request.headers = {} + + class _FakeGenaiResponse: + _hidden_params = { + "model_id": "deployment-model-id", + "cache_key": "ck-test", + "api_base": "https://generativelanguage.googleapis.com/v1beta", + "response_cost": 0.001, + "additional_headers": {"llm_provider-ratelimit-requests": "1000"}, + } + + logging_obj = MagicMock() + logging_obj.litellm_call_id = "call-id-test" + + mock_user = MagicMock() + mock_user.tpm_limit = None + mock_user.rpm_limit = None + mock_user.max_budget = None + mock_user.spend = 0.0 + mock_user.allowed_model_region = None + + proxy_logging_obj = MagicMock(spec=ProxyLogging) + proxy_logging_obj.post_call_response_headers_hook = AsyncMock( + return_value={"x-ratelimit-remaining-requests": "999"} + ) + + headers = await ProxyBaseLLMRequestProcessing.build_litellm_proxy_success_headers_from_llm_response( + response=_FakeGenaiResponse(), + request_data={"model": "gemini/gemini-1.5-flash"}, + request=mock_request, + user_api_key_dict=mock_user, + logging_obj=logging_obj, + version="9.9.9", + proxy_logging_obj=proxy_logging_obj, + ) + + assert headers["x-litellm-call-id"] == "call-id-test" + assert headers["x-litellm-model-id"] == "deployment-model-id" + assert headers["x-litellm-version"] == "9.9.9" + assert headers["llm_provider-ratelimit-requests"] == "1000" + assert headers["x-ratelimit-remaining-requests"] == "999" + proxy_logging_obj.post_call_response_headers_hook.assert_awaited_once() + + @pytest.mark.asyncio + async def test_build_litellm_proxy_success_headers_streaming_style_iterator(self): + """AsyncGoogleGenAIGenerateContentStreamingIterator sets _hidden_params at init; headers must propagate.""" + + class _FakeStreamLike: + def __aiter__(self): + return self + + async def __anext__(self): + raise StopAsyncIteration + + _hidden_params = { + "model_id": "stream-model-id", + "api_base": "https://generativelanguage.googleapis.com/v1beta", + "cache_key": "", + "response_cost": "", + "additional_headers": {"llm_provider-x": "y"}, + } + + mock_request = MagicMock(spec=Request) + mock_request.headers = {} + logging_obj = MagicMock() + logging_obj.litellm_call_id = "cid-stream" + mock_user = MagicMock() + mock_user.tpm_limit = None + mock_user.rpm_limit = None + mock_user.max_budget = None + mock_user.spend = 0.0 + mock_user.allowed_model_region = None + proxy_logging_obj = MagicMock(spec=ProxyLogging) + proxy_logging_obj.post_call_response_headers_hook = AsyncMock(return_value={}) + + headers = await ProxyBaseLLMRequestProcessing.build_litellm_proxy_success_headers_from_llm_response( + response=_FakeStreamLike(), + request_data={"model": "gemini/gemini-2.0-flash"}, + request=mock_request, + user_api_key_dict=mock_user, + logging_obj=logging_obj, + version="1.0.0", + proxy_logging_obj=proxy_logging_obj, + ) + + assert headers["x-litellm-model-id"] == "stream-model-id" + assert headers["x-litellm-model-api-base"] == ( + "https://generativelanguage.googleapis.com/v1beta" + ) + assert headers["llm_provider-x"] == "y" + + @pytest.mark.asyncio + async def test_build_litellm_proxy_success_headers_no_hidden_params_metadata_fallback( + self, + ): + """When response has no _hidden_params, model_id can still come from litellm_metadata.""" + + class _BareResponse: + pass + + mock_request = MagicMock(spec=Request) + mock_request.headers = {} + logging_obj = MagicMock() + logging_obj.litellm_call_id = "cid-meta" + mock_user = MagicMock() + mock_user.tpm_limit = None + mock_user.rpm_limit = None + mock_user.max_budget = None + mock_user.spend = 0.0 + mock_user.allowed_model_region = None + proxy_logging_obj = MagicMock(spec=ProxyLogging) + proxy_logging_obj.post_call_response_headers_hook = AsyncMock(return_value={}) + + headers = await ProxyBaseLLMRequestProcessing.build_litellm_proxy_success_headers_from_llm_response( + response=_BareResponse(), + request_data={ + "model": "gemini/gemini-1.5-flash", + "litellm_metadata": {"model_info": {"id": "meta-model-id"}}, + }, + request=mock_request, + user_api_key_dict=mock_user, + logging_obj=logging_obj, + version="1.0.0", + proxy_logging_obj=proxy_logging_obj, + ) + + assert headers["x-litellm-model-id"] == "meta-model-id" + @pytest.mark.asyncio async def test_add_litellm_data_to_request_with_stream_timeout_header(self): """ @@ -1158,13 +1293,6 @@ class TestCommonRequestProcessingHelpers: assert mock_tracer.trace.call_count == 4 # Verify that each call was made with the correct operation name - expected_calls = [ - (("streaming.chunk.yield",), {}), - (("streaming.chunk.yield",), {}), - (("streaming.chunk.yield",), {}), - (("streaming.chunk.yield",), {}), - ] - actual_calls = mock_tracer.trace.call_args_list assert len(actual_calls) == 4 From 55c3129e5f71fc657e6cd91fafb0c16d4cd01c0a Mon Sep 17 00:00:00 2001 From: sruthi-sixt-26 Date: Wed, 29 Apr 2026 22:48:03 +0200 Subject: [PATCH 58/80] fix(proxy/batches): forward model to retrieve_batch for bedrock - Proxy decoded `model` from the encoded batch_id but never passed it to `litellm.aretrieve_batch`. - Without `model` in kwargs, litellm cannot load `BedrockBatchesConfig` and falls into the legacy provider switch, which 400s for bedrock. - Fix: set `data["model"] = model_from_id` before the litellm call in the SCENARIO 1 (encoded batch_id) branch. - Also corrects the error string in `_handle_retrieve_batch_providers_without_provider_config` (said `'create_batch'` despite being raised from the retrieve path). - Adds tests covering retrieve + file_content round-trip for bedrock- encoded IDs. --- litellm/batches/main.py | 10 +- litellm/proxy/batches_endpoints/endpoints.py | 4 + .../proxy/test_batch_retrieve_bedrock.py | 220 ++++++++++++++++++ 3 files changed, 230 insertions(+), 4 deletions(-) create mode 100644 tests/test_litellm/proxy/test_batch_retrieve_bedrock.py diff --git a/litellm/batches/main.py b/litellm/batches/main.py index 23f444b1ce..259439d4d0 100644 --- a/litellm/batches/main.py +++ b/litellm/batches/main.py @@ -543,15 +543,17 @@ def _handle_retrieve_batch_providers_without_provider_config( ) else: raise litellm.exceptions.BadRequestError( - message="LiteLLM doesn't support {} for 'create_batch'. Only 'openai' is supported.".format( - custom_llm_provider - ), + message=( + "LiteLLM doesn't support custom_llm_provider={} for 'retrieve_batch' without a `model` kwarg. " + "Supported via this path: 'openai', 'azure', 'vertex_ai', 'anthropic'. " + "'bedrock' is supported but requires `model` to be passed so the provider config can be loaded." + ).format(custom_llm_provider), model="n/a", llm_provider=custom_llm_provider, response=httpx.Response( status_code=400, content="Unsupported provider", - request=httpx.Request(method="create_thread", url="https://github.com/BerriAI/litellm"), # type: ignore + request=httpx.Request(method="retrieve_batch", url="https://github.com/BerriAI/litellm"), # type: ignore ), ) return response diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py index 160e9c23f0..935b96a0e3 100644 --- a/litellm/proxy/batches_endpoints/endpoints.py +++ b/litellm/proxy/batches_endpoints/endpoints.py @@ -474,6 +474,10 @@ async def retrieve_batch( # noqa: PLR0915 ) # Fix: The helper sets "file_id" but we need "batch_id" data["batch_id"] = data.pop("file_id", original_batch_id) + # Provider-config providers (e.g. bedrock) require `model` in kwargs + # so litellm.aretrieve_batch can load BedrockBatchesConfig. Without + # it the call falls into the legacy provider switch and 400s. + data["model"] = model_from_id # Retrieve batch using model credentials response = await litellm.aretrieve_batch( diff --git a/tests/test_litellm/proxy/test_batch_retrieve_bedrock.py b/tests/test_litellm/proxy/test_batch_retrieve_bedrock.py new file mode 100644 index 0000000000..1394575009 --- /dev/null +++ b/tests/test_litellm/proxy/test_batch_retrieve_bedrock.py @@ -0,0 +1,220 @@ +""" +Tests for the proxy /v1/batches/{batch_id} retrieve flow and the +/v1/files/{file_id}/content download flow with model-encoded IDs (Bedrock). + +Regression (retrieve): when the proxy decoded `model` from the encoded +batch_id, it did not forward `model` as a kwarg to `litellm.aretrieve_batch`. +That caused litellm to skip the `BedrockBatchesConfig` provider_config path +and fall into the legacy provider switch, which raises BadRequestError for +bedrock. + +The download path is included to lock in the end-to-end Bedrock batch flow: +retrieve returns an `output_file_id` re-encoded with model info, and that ID +must round-trip through `client.files.content(...)` back to bedrock with AWS +credentials and the raw S3 URI intact. +""" + +import os +import sys + +import httpx +import pytest +from fastapi.testclient import TestClient + +sys.path.insert(0, os.path.abspath("../../..")) + +import litellm +from litellm.caching.caching import DualCache +from litellm.proxy._types import UserAPIKeyAuth +from litellm.proxy.auth.user_api_key_auth import user_api_key_auth +from litellm.proxy.openai_files_endpoints.common_utils import ( + encode_file_id_with_model, +) +from litellm.proxy.proxy_server import app +from litellm.proxy.utils import ProxyLogging +from litellm.router import Router +from litellm.types.llms.openai import HttpxBinaryResponseContent +from litellm.types.utils import LiteLLMBatch + +client = TestClient(app) + +BEDROCK_MODEL = "bedrock-claude-test" +BEDROCK_BATCH_ARN = ( + "arn:aws:bedrock:us-east-1:000000000000:model-invocation-job/test-job-id" +) +BEDROCK_OUTPUT_S3_URI = ( + "s3://test-bedrock-batch-output/job-output/test-job-id/output.jsonl.out" +) + + +@pytest.fixture +def bedrock_router() -> Router: + return Router( + model_list=[ + { + "model_name": BEDROCK_MODEL, + "litellm_params": { + "model": f"bedrock/{BEDROCK_MODEL}", + "aws_region_name": "us-east-1", + "aws_access_key_id": "test-access-key", + "aws_secret_access_key": "test-secret-key", + }, + "model_info": {"id": "bedrock-claude-test-id"}, + }, + ] + ) + + +def _setup_proxy(monkeypatch, llm_router: Router): + proxy_logging_obj = ProxyLogging( + user_api_key_cache=DualCache(default_in_memory_ttl=1) + ) + monkeypatch.setattr("litellm.proxy.proxy_server.llm_router", llm_router) + monkeypatch.setattr( + "litellm.proxy.proxy_server.proxy_logging_obj", proxy_logging_obj + ) + monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", None) + + +def _encoded_bedrock_batch_id() -> str: + return encode_file_id_with_model( + file_id=BEDROCK_BATCH_ARN, model=BEDROCK_MODEL, id_type="batch" + ) + + +def _make_in_progress_batch_response(batch_id: str) -> LiteLLMBatch: + return LiteLLMBatch( + id=batch_id, + completion_window="24h", + created_at=1234567890, + endpoint="/v1/chat/completions", + input_file_id="file-input", + object="batch", + status="in_progress", + ) + + +def test_retrieve_batch_passes_model_for_bedrock_encoded_id( + monkeypatch, bedrock_router +): + """Encoded batch_id → proxy must pass `model` to litellm.aretrieve_batch + so BedrockBatchesConfig is loaded. + + Without this, litellm falls into the legacy provider switch and raises + 'LiteLLM doesn't support bedrock for retrieve_batch'. + """ + _setup_proxy(monkeypatch, bedrock_router) + + user_key = UserAPIKeyAuth(api_key="test-key") + app.dependency_overrides[user_api_key_auth] = lambda: user_key + + encoded_batch_id = _encoded_bedrock_batch_id() + captured_kwargs: dict = {} + + async def mock_aretrieve_batch(**kwargs): + captured_kwargs.update(kwargs) + return _make_in_progress_batch_response(BEDROCK_BATCH_ARN) + + monkeypatch.setattr(litellm, "aretrieve_batch", mock_aretrieve_batch) + + try: + response = client.get( + f"/v1/batches/{encoded_batch_id}", + headers={"Authorization": "Bearer test-key"}, + ) + assert response.status_code == 200, response.text + finally: + app.dependency_overrides.clear() + + assert captured_kwargs.get("custom_llm_provider") == "bedrock" + assert captured_kwargs.get("model") == BEDROCK_MODEL, ( + "model must be forwarded to litellm.aretrieve_batch so the bedrock " + "provider_config is loaded; got kwargs: " + repr(captured_kwargs) + ) + assert captured_kwargs.get("batch_id") == BEDROCK_BATCH_ARN + + +def test_retrieve_batch_response_id_is_re_encoded_with_model( + monkeypatch, bedrock_router +): + """After provider returns the raw ARN, the proxy must re-encode the + response id with the model so subsequent client calls keep routing to + bedrock.""" + _setup_proxy(monkeypatch, bedrock_router) + + user_key = UserAPIKeyAuth(api_key="test-key") + app.dependency_overrides[user_api_key_auth] = lambda: user_key + + encoded_batch_id = _encoded_bedrock_batch_id() + + async def mock_aretrieve_batch(**kwargs): + return _make_in_progress_batch_response(BEDROCK_BATCH_ARN) + + monkeypatch.setattr(litellm, "aretrieve_batch", mock_aretrieve_batch) + + try: + response = client.get( + f"/v1/batches/{encoded_batch_id}", + headers={"Authorization": "Bearer test-key"}, + ) + assert response.status_code == 200, response.text + body = response.json() + finally: + app.dependency_overrides.clear() + + assert body["id"] == encoded_batch_id + + +def test_file_content_routes_to_bedrock_for_encoded_output_file_id( + monkeypatch, bedrock_router +): + """`client.files.content(output_file_id)` for a bedrock-encoded file ID + must reach `litellm.afile_content` with `custom_llm_provider="bedrock"`, + the raw S3 URI as `file_id`, and AWS credentials sourced from the router. + + This is the second half of the bedrock batch flow (the first being + retrieve). Without this round-trip, callers have to bypass the proxy and + call `litellm.file_content(...)` directly with hand-rolled AWS args. + """ + _setup_proxy(monkeypatch, bedrock_router) + + user_key = UserAPIKeyAuth(api_key="test-key") + app.dependency_overrides[user_api_key_auth] = lambda: user_key + + encoded_file_id = encode_file_id_with_model( + file_id=BEDROCK_OUTPUT_S3_URI, model=BEDROCK_MODEL, id_type="file" + ) + captured_kwargs: dict = {} + file_bytes = b'{"custom_id":"r1","response":{"body":{"choices":[]}}}\n' + + async def mock_afile_content(**kwargs): + captured_kwargs.update(kwargs) + return HttpxBinaryResponseContent( + response=httpx.Response( + status_code=200, + content=file_bytes, + headers={"content-type": "application/octet-stream"}, + request=httpx.Request(method="GET", url=BEDROCK_OUTPUT_S3_URI), + ) + ) + + monkeypatch.setattr(litellm, "afile_content", mock_afile_content) + + try: + response = client.get( + f"/v1/files/{encoded_file_id}/content", + headers={"Authorization": "Bearer test-key"}, + ) + assert response.status_code == 200, response.text + assert response.content == file_bytes + finally: + app.dependency_overrides.clear() + + assert captured_kwargs.get("custom_llm_provider") == "bedrock" + assert captured_kwargs.get("file_id") == BEDROCK_OUTPUT_S3_URI, ( + "file_id must be decoded back to the raw S3 URI before reaching " + "litellm.afile_content; got kwargs: " + repr(captured_kwargs) + ) + assert captured_kwargs.get("aws_region_name") == "us-east-1" + assert captured_kwargs.get("aws_access_key_id") == "test-access-key" + assert captured_kwargs.get("aws_secret_access_key") == "test-secret-key" From 4b9505bb9f2451e146a3abf04b58c1722b8f603c Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Wed, 29 Apr 2026 21:08:19 +0000 Subject: [PATCH 59/80] fix: address Cursor Bugbot findings on PR #26691 - Remove unused search_provider parameter from SearchAPIRouter._resolve_search_provider_credentials. The function only reads tool_litellm_params; the docstring already omitted search_provider, confirming it was unintentional dead code. - Drop redundant hasAgents/hasSearchTools conditions from the outer object_permission guard in OldTeams.tsx. Both agent and search-tool handling already run independently below this block with their own object_permission initialization, so including them in the outer guard caused an empty object_permission to be created prematurely and never populated within that block. Co-authored-by: Mateo Wang --- litellm/router_utils/search_api_router.py | 2 -- ui/litellm-dashboard/src/components/OldTeams.tsx | 9 +-------- 2 files changed, 1 insertion(+), 10 deletions(-) diff --git a/litellm/router_utils/search_api_router.py b/litellm/router_utils/search_api_router.py index dc9cafceef..9bcbcd8365 100644 --- a/litellm/router_utils/search_api_router.py +++ b/litellm/router_utils/search_api_router.py @@ -23,7 +23,6 @@ class SearchAPIRouter: @staticmethod def _resolve_search_provider_credentials( *, - search_provider: str, tool_litellm_params: Dict[str, Any], ) -> Tuple[Optional[str], Optional[str]]: """ @@ -227,7 +226,6 @@ class SearchAPIRouter: ) api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials( - search_provider=search_provider, tool_litellm_params=litellm_params, ) diff --git a/ui/litellm-dashboard/src/components/OldTeams.tsx b/ui/litellm-dashboard/src/components/OldTeams.tsx index 4edc1bd044..abc26c4cd4 100644 --- a/ui/litellm-dashboard/src/components/OldTeams.tsx +++ b/ui/litellm-dashboard/src/components/OldTeams.tsx @@ -512,11 +512,6 @@ const Teams: React.FC = ({ } } - // Transform integrations into object_permission - const hasAgents = - formValues.allowed_agents_and_groups && - ((formValues.allowed_agents_and_groups.agents?.length ?? 0) > 0 || - (formValues.allowed_agents_and_groups.accessGroups?.length ?? 0) > 0); const hasSearchTools = Array.isArray(formValues.object_permission_search_tools) && formValues.object_permission_search_tools.length > 0; @@ -526,9 +521,7 @@ const Teams: React.FC = ({ (formValues.allowed_mcp_servers_and_groups && (formValues.allowed_mcp_servers_and_groups.servers?.length > 0 || formValues.allowed_mcp_servers_and_groups.accessGroups?.length > 0 || - formValues.allowed_mcp_servers_and_groups.toolPermissions)) || - hasAgents || - hasSearchTools + formValues.allowed_mcp_servers_and_groups.toolPermissions)) ) { if (!formValues.object_permission) { formValues.object_permission = {}; From b5b07089dd0219a44649e78cfcf84319d1320d63 Mon Sep 17 00:00:00 2001 From: Michael Riad Zaky Date: Wed, 29 Apr 2026 14:08:28 -0700 Subject: [PATCH 60/80] Update get_team_member_default_budget docstring for NULL fallback --- litellm/proxy/auth/auth_checks.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index 4d19fb2e35..3f9cd4cf86 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -915,7 +915,8 @@ async def get_team_member_default_budget( Fetches the team-level default per-member budget referenced by team.metadata["team_member_budget_id"]. This budget is applied to team members whose TeamMembership row has no - linked budget. Results are cached for performance. + linked budget, or whose linked budget has max_budget=NULL. Results are + cached for performance. Args: budget_id: The budget_id pulled from team.metadata["team_member_budget_id"] From 2ccb4b94e548edb1612935884abf6b09a283ab1e Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Wed, 29 Apr 2026 14:56:47 -0700 Subject: [PATCH 61/80] fix(proxy/auth): gate guardrail modification check on key presence Use key-in-dict membership instead of truthy value lookup so explicitly supplied empty/falsy payloads still trigger the permission check. Adds parametrized regression coverage across all gated keys. --- litellm/proxy/auth/auth_checks.py | 2 +- .../proxy/auth/test_auth_checks.py | 27 +++++++++++++++++++ 2 files changed, 28 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index 840f64cfed..bf02d4afda 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -374,7 +374,7 @@ def _guardrail_modification_check( coerced = _coerce_to_dict(container) if coerced is None: return False - return any(coerced.get(key) for key in _GUARDRAIL_MODIFICATION_KEYS) + return any(key in coerced for key in _GUARDRAIL_MODIFICATION_KEYS) # Check both metadata keys — callers can populate either depending on the # endpoint. Cover the top-level too so root-level injection is rejected. diff --git a/tests/test_litellm/proxy/auth/test_auth_checks.py b/tests/test_litellm/proxy/auth/test_auth_checks.py index 676a32c202..d1b37c8e13 100644 --- a/tests/test_litellm/proxy/auth/test_auth_checks.py +++ b/tests/test_litellm/proxy/auth/test_auth_checks.py @@ -2078,6 +2078,33 @@ class TestGuardrailModificationCheck: ) assert exc.value.status_code == 403 + @pytest.mark.parametrize( + "key", + [ + "guardrails", + "disable_global_guardrails", + "disable_global_guardrail", + "opted_out_global_guardrails", + ], + ) + @pytest.mark.parametrize("empty_value", [{}, [], "", 0, False]) + def test_rejects_empty_value_modification(self, key, empty_value): + """Regression: an explicitly-supplied empty/falsy value still expresses + intent to modify and must trigger the permission check. Truthiness-based + gating let callers bypass the check by sending e.g. + ``metadata={"guardrails": {}}``, which downstream evaluation interpreted + as "disable all guardrails" while the auth layer treated it as no-op. + """ + from fastapi import HTTPException + + with patch( + "litellm.proxy.guardrails.guardrail_helpers.can_modify_guardrails", + return_value=False, + ): + with pytest.raises(HTTPException) as exc: + self._call({"metadata": {key: empty_value}}) + assert exc.value.status_code == 403 + def test_rejects_injection_via_litellm_metadata_key(self): """Caller can populate the OTHER metadata key; that must also 403.""" from fastapi import HTTPException From a291cc60cf9324e85a003641fa79e59a48834b6c Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Wed, 29 Apr 2026 15:11:29 -0700 Subject: [PATCH 62/80] fix: drop sensitive locals from re-raised error messages Remove parameters that may contain credentials from the messages built inside broad except handlers. These messages can surface in HTTP error responses, so caller-supplied secrets and integration tokens shouldn't be interpolated into them. --- litellm/integrations/prompt_management_base.py | 4 ++-- .../llm_response_utils/convert_dict_to_response.py | 2 -- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/litellm/integrations/prompt_management_base.py b/litellm/integrations/prompt_management_base.py index 71da650dc4..ab6ef9e32d 100644 --- a/litellm/integrations/prompt_management_base.py +++ b/litellm/integrations/prompt_management_base.py @@ -88,7 +88,7 @@ class PromptManagementBase(ABC): messages = compiled_prompt_client["prompt_template"] + client_messages except Exception as e: raise ValueError( - f"Error compiling prompt: {e}. Prompt id={prompt_id}, prompt_variables={prompt_variables}, client_messages={client_messages}, dynamic_callback_params={dynamic_callback_params}" + f"Error compiling prompt: {e}. Prompt id={prompt_id}, prompt_variables={prompt_variables}, client_messages={client_messages}" ) compiled_prompt_client["completed_messages"] = messages @@ -117,7 +117,7 @@ class PromptManagementBase(ABC): messages = compiled_prompt_client["prompt_template"] + client_messages except Exception as e: raise ValueError( - f"Error compiling prompt: {e}. Prompt id={prompt_id}, prompt_variables={prompt_variables}, client_messages={client_messages}, dynamic_callback_params={dynamic_callback_params}" + f"Error compiling prompt: {e}. Prompt id={prompt_id}, prompt_variables={prompt_variables}, client_messages={client_messages}" ) compiled_prompt_client["completed_messages"] = messages diff --git a/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py b/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py index 78378faa26..5fd42fe0d3 100644 --- a/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py +++ b/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py @@ -824,8 +824,6 @@ def convert_to_model_response_object( # noqa: PLR0915 stream=stream, start_time=start_time, end_time=end_time, - hidden_params=hidden_params, - _response_headers=_response_headers, convert_tool_call_to_json_mode=convert_tool_call_to_json_mode, ) raise Exception( From f3fd79bf23b94dd628cf63fbf5d99a3802956e91 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Wed, 29 Apr 2026 15:16:01 -0700 Subject: [PATCH 63/80] fix: trim caller-supplied dicts from compile_prompt error message Drop prompt_variables and client_messages from the re-raised error so callers cannot leak secrets, tokens, or PII embedded in those payloads through HTTP error responses. Both sync and async variants. --- litellm/integrations/prompt_management_base.py | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/litellm/integrations/prompt_management_base.py b/litellm/integrations/prompt_management_base.py index ab6ef9e32d..9c626aea84 100644 --- a/litellm/integrations/prompt_management_base.py +++ b/litellm/integrations/prompt_management_base.py @@ -87,9 +87,7 @@ class PromptManagementBase(ABC): try: messages = compiled_prompt_client["prompt_template"] + client_messages except Exception as e: - raise ValueError( - f"Error compiling prompt: {e}. Prompt id={prompt_id}, prompt_variables={prompt_variables}, client_messages={client_messages}" - ) + raise ValueError(f"Error compiling prompt: {e}. Prompt id={prompt_id}") compiled_prompt_client["completed_messages"] = messages return compiled_prompt_client @@ -116,9 +114,7 @@ class PromptManagementBase(ABC): try: messages = compiled_prompt_client["prompt_template"] + client_messages except Exception as e: - raise ValueError( - f"Error compiling prompt: {e}. Prompt id={prompt_id}, prompt_variables={prompt_variables}, client_messages={client_messages}" - ) + raise ValueError(f"Error compiling prompt: {e}. Prompt id={prompt_id}") compiled_prompt_client["completed_messages"] = messages return compiled_prompt_client From 2461139593a4749439af9dae7d4e36e3958908fd Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Wed, 29 Apr 2026 16:25:13 -0700 Subject: [PATCH 64/80] fix(proxy): inherit caller identity in passthrough batch managed-object Read user_id and team_id from the request's litellm_params metadata when fabricating the UserAPIKeyAuth handed to the managed_files hook, so batches created via passthrough are attributed to the real requester instead of a hardcoded fallback. Adds parametrized regression coverage for both the populated-metadata and empty-kwargs cases. --- .../anthropic_passthrough_logging_handler.py | 10 +++- .../vertex_passthrough_logging_handler.py | 10 +++- ...t_anthropic_passthrough_logging_handler.py | 51 +++++++++++++++++++ .../test_vertex_ai_batch_passthrough.py | 51 +++++++++++++++++++ 4 files changed, 118 insertions(+), 4 deletions(-) diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/anthropic_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/anthropic_passthrough_logging_handler.py index 216eb61a9d..c42faa59cf 100644 --- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/anthropic_passthrough_logging_handler.py +++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/anthropic_passthrough_logging_handler.py @@ -549,10 +549,16 @@ class AnthropicPassthroughLoggingHandler: # Create a mock user API key dict for the managed object storage from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth + _request_metadata = (kwargs.get("litellm_params", {}) or {}).get( + "metadata", {} + ) or {} + user_api_key_dict = UserAPIKeyAuth( - user_id=kwargs.get("user_id", "default-user"), + user_id=_request_metadata.get( + "user_api_key_user_id", "default-user" + ), api_key="", - team_id=None, + team_id=_request_metadata.get("user_api_key_team_id"), team_alias=None, user_role=LitellmUserRoles.CUSTOMER, # Use proper enum value user_email=None, diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py index 86dd23e12c..6a13853261 100644 --- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py +++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py @@ -849,10 +849,16 @@ class VertexPassthroughLoggingHandler: # Create a mock user API key dict for the managed object storage from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth + _request_metadata = (kwargs.get("litellm_params", {}) or {}).get( + "metadata", {} + ) or {} + user_api_key_dict = UserAPIKeyAuth( - user_id=kwargs.get("user_id", "default-user"), + user_id=_request_metadata.get( + "user_api_key_user_id", "default-user" + ), api_key="", - team_id=None, + team_id=_request_metadata.get("user_api_key_team_id"), team_alias=None, user_role=LitellmUserRoles.CUSTOMER, # Use proper enum value user_email=None, diff --git a/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_anthropic_passthrough_logging_handler.py b/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_anthropic_passthrough_logging_handler.py index 3def76b825..c16c42decc 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_anthropic_passthrough_logging_handler.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_anthropic_passthrough_logging_handler.py @@ -573,6 +573,57 @@ class TestAnthropicBatchPassthroughCostTracking: or "claude-sonnet-4-5-20250929" in decoded ) + @pytest.mark.parametrize( + "kwargs,expected_user_id,expected_team_id", + [ + ( + { + "litellm_params": { + "metadata": { + "user_api_key_user_id": "real-user-123", + "user_api_key_team_id": "team-456", + } + } + }, + "real-user-123", + "team-456", + ), + ({}, "default-user", None), + ], + ) + def test_store_batch_managed_object_propagates_user_identity_from_metadata( + self, + mock_logging_obj, + kwargs, + expected_user_id, + expected_team_id, + ): + """The fabricated UserAPIKeyAuth must inherit user_id/team_id from the + request's litellm_params.metadata, not the (always-empty) top-level + kwargs lookup. Falls back to "default-user" only when metadata is + absent.""" + mock_managed_files_hook = MagicMock() + with ( + patch("litellm.proxy.proxy_server.proxy_logging_obj") as mock_pl, + patch( + "litellm.proxy.pass_through_endpoints.llm_provider_handlers.anthropic_passthrough_logging_handler.verbose_proxy_logger" + ), + ): + mock_pl.get_proxy_hook.return_value = mock_managed_files_hook + + AnthropicPassthroughLoggingHandler._store_batch_managed_object( + unified_object_id="uoi", + batch_object={"id": "b1", "object": "batch", "status": "validating"}, + model_object_id="b1", + logging_obj=mock_logging_obj, + **kwargs, + ) + + mock_managed_files_hook.store_unified_object_id.assert_called_once() + call_kwargs = mock_managed_files_hook.store_unified_object_id.call_args[1] + assert call_kwargs["user_api_key_dict"].user_id == expected_user_id + assert call_kwargs["user_api_key_dict"].team_id == expected_team_id + def test_batch_creation_handler_failure_status_code( self, mock_logging_obj, mock_request_body ): diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_ai_batch_passthrough.py b/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_ai_batch_passthrough.py index 756e5fa5bc..efa26a61bf 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_ai_batch_passthrough.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_ai_batch_passthrough.py @@ -264,6 +264,57 @@ class TestVertexAIBatchPassthroughHandler: # Verify the managed files hook was called mock_managed_files_hook.store_unified_object_id.assert_called_once() + @pytest.mark.parametrize( + "kwargs,expected_user_id,expected_team_id", + [ + ( + { + "litellm_params": { + "metadata": { + "user_api_key_user_id": "real-user-123", + "user_api_key_team_id": "team-456", + } + } + }, + "real-user-123", + "team-456", + ), + ({}, "default-user", None), + ], + ) + def test_store_batch_managed_object_propagates_user_identity_from_metadata( + self, + mock_logging_obj, + mock_managed_files_hook, + kwargs, + expected_user_id, + expected_team_id, + ): + """The fabricated UserAPIKeyAuth must inherit user_id/team_id from the + request's litellm_params.metadata, not the (always-empty) top-level + kwargs lookup. Falls back to "default-user" only when metadata is + absent.""" + with ( + patch("litellm.proxy.proxy_server.proxy_logging_obj") as mock_pl, + patch( + "litellm.proxy.pass_through_endpoints.llm_provider_handlers.vertex_passthrough_logging_handler.verbose_proxy_logger" + ), + ): + mock_pl.get_proxy_hook.return_value = mock_managed_files_hook + + VertexPassthroughLoggingHandler._store_batch_managed_object( + unified_object_id="uoi", + batch_object={"id": "b1", "object": "batch", "status": "validating"}, + model_object_id="b1", + logging_obj=mock_logging_obj, + **kwargs, + ) + + mock_managed_files_hook.store_unified_object_id.assert_called_once() + call_kwargs = mock_managed_files_hook.store_unified_object_id.call_args[1] + assert call_kwargs["user_api_key_dict"].user_id == expected_user_id + assert call_kwargs["user_api_key_dict"].team_id == expected_team_id + def test_batch_cost_calculation_integration(self): """Single Vertex AI response → non-zero cost with correct token counts.""" from litellm.batches.batch_utils import calculate_vertex_ai_batch_cost_and_usage From 4a7af1ff68d144b56927cb1a421b3c5538b60aab Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Wed, 29 Apr 2026 17:12:18 -0700 Subject: [PATCH 65/80] feat(proxy): durable agent workflow run tracking via /v1/workflows/runs (#26793) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * feat(schema): add workflow run tracking tables (LiteLLM_WorkflowRun, LiteLLM_WorkflowEvent, LiteLLM_WorkflowMessage) * feat(proxy): add /v1/workflows/runs endpoints for durable agent workflow tracking * feat(proxy): register workflow management router in proxy_server * docs(workflows): add README for workflow run tracking API * test(workflows): add unit tests for /v1/workflows/runs endpoints * fix(workflows): atomic event+status update via tx(), run_id 404 guard, sequence retry on collision * test(workflows): add tx mock, 404 on unknown run_id, retry-on-collision tests * fix(workflows): constrain status to Literal enum, rename total→count in list responses * add tenant isolation and bounded limits to workflow endpoints * add created_by column and index to LiteLLM_WorkflowRun * add ownership and bounded-limit tests for workflow endpoints * Fix workflow run ownership for null owners * guard prisma import in workflow_management_endpoints * sync schema.prisma copies with workflow run models * black: format workflow_management_endpoints.py --------- Co-authored-by: Cursor Agent --- .../migration.sql | 75 ++ .../litellm_proxy_extras/schema.prisma | 77 ++ .../workflow_management_endpoints.py | 492 ++++++++++++ litellm/proxy/proxy_server.py | 4 + litellm/proxy/schema.prisma | 77 ++ litellm/proxy/workflows/README.md | 150 ++++ schema.prisma | 77 ++ .../test_workflow_management_endpoints.py | 611 ++++++++++++++ ui/litellm-dashboard/src/app/page.tsx | 3 + .../src/components/leftnav.test.tsx | 2 +- .../src/components/leftnav.tsx | 35 +- .../src/components/page_metadata.ts | 2 + .../src/components/workflow_runs/index.tsx | 751 ++++++++++++++++++ 13 files changed, 2345 insertions(+), 11 deletions(-) create mode 100644 litellm-proxy-extras/litellm_proxy_extras/migrations/20260429161855_workflow_runs_tables/migration.sql create mode 100644 litellm/proxy/management_endpoints/workflow_management_endpoints.py create mode 100644 litellm/proxy/workflows/README.md create mode 100644 tests/test_litellm/proxy/management_endpoints/test_workflow_management_endpoints.py create mode 100644 ui/litellm-dashboard/src/components/workflow_runs/index.tsx diff --git a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429161855_workflow_runs_tables/migration.sql b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429161855_workflow_runs_tables/migration.sql new file mode 100644 index 0000000000..6454f26765 --- /dev/null +++ b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260429161855_workflow_runs_tables/migration.sql @@ -0,0 +1,75 @@ +-- CreateTable +CREATE TABLE "LiteLLM_WorkflowRun" ( + "run_id" TEXT NOT NULL, + "session_id" TEXT NOT NULL, + "workflow_type" TEXT NOT NULL, + "status" TEXT NOT NULL DEFAULT 'pending', + "created_by" TEXT, + "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP, + "updated_at" TIMESTAMP(3) NOT NULL, + "input" JSONB, + "output" JSONB, + "metadata" JSONB, + + CONSTRAINT "LiteLLM_WorkflowRun_pkey" PRIMARY KEY ("run_id") +); + +-- CreateTable +CREATE TABLE "LiteLLM_WorkflowEvent" ( + "event_id" TEXT NOT NULL, + "run_id" TEXT NOT NULL, + "event_type" TEXT NOT NULL, + "step_name" TEXT NOT NULL, + "sequence_number" INTEGER NOT NULL, + "data" JSONB, + "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP, + + CONSTRAINT "LiteLLM_WorkflowEvent_pkey" PRIMARY KEY ("event_id") +); + +-- CreateTable +CREATE TABLE "LiteLLM_WorkflowMessage" ( + "message_id" TEXT NOT NULL, + "run_id" TEXT NOT NULL, + "role" TEXT NOT NULL, + "content" TEXT NOT NULL, + "sequence_number" INTEGER NOT NULL, + "session_id" TEXT, + "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP, + + CONSTRAINT "LiteLLM_WorkflowMessage_pkey" PRIMARY KEY ("message_id") +); + +-- CreateIndex +CREATE UNIQUE INDEX "LiteLLM_WorkflowRun_session_id_key" ON "LiteLLM_WorkflowRun"("session_id"); + +-- CreateIndex +CREATE INDEX "LiteLLM_WorkflowRun_workflow_type_status_idx" ON "LiteLLM_WorkflowRun"("workflow_type", "status"); + +-- CreateIndex +CREATE INDEX "LiteLLM_WorkflowRun_session_id_idx" ON "LiteLLM_WorkflowRun"("session_id"); + +-- CreateIndex +CREATE INDEX "LiteLLM_WorkflowRun_created_at_idx" ON "LiteLLM_WorkflowRun"("created_at"); + +-- CreateIndex +CREATE INDEX "LiteLLM_WorkflowRun_created_by_idx" ON "LiteLLM_WorkflowRun"("created_by"); + +-- CreateIndex +CREATE INDEX "LiteLLM_WorkflowEvent_run_id_idx" ON "LiteLLM_WorkflowEvent"("run_id"); + +-- CreateIndex +CREATE UNIQUE INDEX "LiteLLM_WorkflowEvent_run_id_sequence_number_key" ON "LiteLLM_WorkflowEvent"("run_id", "sequence_number"); + +-- CreateIndex +CREATE INDEX "LiteLLM_WorkflowMessage_run_id_idx" ON "LiteLLM_WorkflowMessage"("run_id"); + +-- CreateIndex +CREATE UNIQUE INDEX "LiteLLM_WorkflowMessage_run_id_sequence_number_key" ON "LiteLLM_WorkflowMessage"("run_id", "sequence_number"); + +-- AddForeignKey +ALTER TABLE "LiteLLM_WorkflowEvent" ADD CONSTRAINT "LiteLLM_WorkflowEvent_run_id_fkey" FOREIGN KEY ("run_id") REFERENCES "LiteLLM_WorkflowRun"("run_id") ON DELETE RESTRICT ON UPDATE CASCADE; + +-- AddForeignKey +ALTER TABLE "LiteLLM_WorkflowMessage" ADD CONSTRAINT "LiteLLM_WorkflowMessage_run_id_fkey" FOREIGN KEY ("run_id") REFERENCES "LiteLLM_WorkflowRun"("run_id") ON DELETE RESTRICT ON UPDATE CASCADE; + diff --git a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma index 8f07c5afa3..fd54ed5243 100644 --- a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma +++ b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma @@ -1290,3 +1290,80 @@ model LiteLLM_AdaptiveRouterSession { @@id([session_id, router_name, model_name]) @@index([last_activity_at], map: "idx_adaptive_router_session_activity") } + +// --------------------------------------------------------------------------- +// Workflow Run Tracking +// +// Generic durable state tracking for any agent or automated workflow. +// Design: three tables — run (header + materialized status), event (append-only +// source of truth for state transitions), message (conversation inbox/outbox). +// +// Usage: +// - Set `workflow_type` to identify the owning system (e.g. "shin-builder"). +// - Store domain-specific fields in `metadata` (worktree_path, pr_url, etc.). +// - `session_id` on WorkflowRun matches `x-litellm-session-id` header sent to +// the proxy — all spend logs for this run are automatically tagged. +// --------------------------------------------------------------------------- + +// One instance of work being done. `status` is a materialized cache of the +// latest event; the event log is the authoritative source of truth. +model LiteLLM_WorkflowRun { + run_id String @id @default(uuid()) + session_id String @unique @default(uuid()) + workflow_type String + status String @default("pending") + created_by String? // user_id of the key that created this run; null = created by master key + created_at DateTime @default(now()) + updated_at DateTime @updatedAt + input Json? + output Json? + metadata Json? + + events LiteLLM_WorkflowEvent[] + messages LiteLLM_WorkflowMessage[] + + @@index([workflow_type, status]) + @@index([session_id]) + @@index([created_at]) + @@index([created_by]) +} + +// Append-only log of state transitions. Never mutate rows here. +// `step_name` and `event_type` are caller-defined strings — no hardcoded enums. +// Status auto-update rules (applied by the append endpoint): +// step.started → run.status = running +// step.failed → run.status = failed +// hook.waiting → run.status = paused +// hook.received → run.status = running +model LiteLLM_WorkflowEvent { + event_id String @id @default(uuid()) + run_id String + event_type String + step_name String + sequence_number Int + data Json? + created_at DateTime @default(now()) + + run LiteLLM_WorkflowRun @relation(fields: [run_id], references: [run_id]) + + @@unique([run_id, sequence_number]) + @@index([run_id]) +} + +// Conversation inbox/outbox — full message content, separate from the durable +// event log. Spend logs truncate messages; this table stores them in full. +// `session_id` here is the Claude --resume session ID (or similar). +model LiteLLM_WorkflowMessage { + message_id String @id @default(uuid()) + run_id String + role String + content String + sequence_number Int + session_id String? + created_at DateTime @default(now()) + + run LiteLLM_WorkflowRun @relation(fields: [run_id], references: [run_id]) + + @@unique([run_id, sequence_number]) + @@index([run_id]) +} diff --git a/litellm/proxy/management_endpoints/workflow_management_endpoints.py b/litellm/proxy/management_endpoints/workflow_management_endpoints.py new file mode 100644 index 0000000000..a19af4dd48 --- /dev/null +++ b/litellm/proxy/management_endpoints/workflow_management_endpoints.py @@ -0,0 +1,492 @@ +""" +WORKFLOW RUN MANAGEMENT + +Generic durable state tracking for agents and automated workflows. + +POST /v1/workflows/runs - Create a workflow run +GET /v1/workflows/runs - List runs (filter by type, status) +GET /v1/workflows/runs/{run_id} - Get run with latest event +PATCH /v1/workflows/runs/{run_id} - Update status, metadata, output +POST /v1/workflows/runs/{run_id}/events - Append event (updates run status) +GET /v1/workflows/runs/{run_id}/events - Full event log +POST /v1/workflows/runs/{run_id}/messages - Append conversation message +GET /v1/workflows/runs/{run_id}/messages - Fetch conversation history +""" + +import json +from typing import Any, Dict, Literal, Optional + +from fastapi import APIRouter, Depends, HTTPException, Query + +try: + from prisma.errors import UniqueViolationError +except ImportError: + UniqueViolationError = None # type: ignore +from pydantic import BaseModel + +from litellm._logging import verbose_proxy_logger +from litellm.proxy._types import CommonProxyErrors, LitellmUserRoles, UserAPIKeyAuth +from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + +router = APIRouter() + +_MAX_SEQUENCE_RETRIES = 5 + + +def _json(value: Any) -> str: + """Serialize a Python value for prisma-client-py Json fields (must be a string).""" + return json.dumps(value) + + +def _is_admin(user_api_key_dict: UserAPIKeyAuth) -> bool: + return user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN.value + + +def _caller_key(user_api_key_dict: UserAPIKeyAuth) -> Optional[str]: + """Return the hashed key token that identifies this caller, or None for master key.""" + return user_api_key_dict.token + + +# Status transitions driven by event_type +_EVENT_STATUS_MAP: Dict[str, str] = { + "step.started": "running", + "step.failed": "failed", + "hook.waiting": "paused", + "hook.received": "running", +} + + +# --------------------------------------------------------------------------- +# Request / Response models +# --------------------------------------------------------------------------- + + +class WorkflowRunCreateRequest(BaseModel): + workflow_type: str + input: Optional[Dict[str, Any]] = None + metadata: Optional[Dict[str, Any]] = None + + +WorkflowRunStatus = Literal["pending", "running", "paused", "completed", "failed"] + + +class WorkflowRunUpdateRequest(BaseModel): + status: Optional[WorkflowRunStatus] = None + output: Optional[Dict[str, Any]] = None + metadata: Optional[Dict[str, Any]] = None + + +class WorkflowEventCreateRequest(BaseModel): + event_type: str + step_name: str + data: Optional[Dict[str, Any]] = None + + +class WorkflowMessageCreateRequest(BaseModel): + role: str + content: str + session_id: Optional[str] = None + + +# --------------------------------------------------------------------------- +# Helpers +# --------------------------------------------------------------------------- + + +async def _get_next_sequence_number(prisma_client: Any, run_id: str, table: str) -> int: + """Return MAX(sequence_number) + 1 for the given run, for either events or messages.""" + if table == "events": + rows = await prisma_client.db.litellm_workflowevent.find_many( + where={"run_id": run_id}, + order={"sequence_number": "desc"}, + take=1, + ) + else: + rows = await prisma_client.db.litellm_workflowmessage.find_many( + where={"run_id": run_id}, + order={"sequence_number": "desc"}, + take=1, + ) + return (rows[0].sequence_number + 1) if rows else 0 + + +async def _require_run( + prisma_client: Any, + run_id: str, + user_api_key_dict: Optional[UserAPIKeyAuth] = None, +) -> Any: + """Return the run or raise 404. For non-admin callers, also enforce key ownership.""" + run = await prisma_client.db.litellm_workflowrun.find_unique( + where={"run_id": run_id} + ) + if run is None: + raise HTTPException(status_code=404, detail=f"Run '{run_id}' not found") + if user_api_key_dict is not None and not _is_admin(user_api_key_dict): + caller = _caller_key(user_api_key_dict) + if not caller or run.created_by != caller: + raise HTTPException(status_code=404, detail=f"Run '{run_id}' not found") + return run + + +# --------------------------------------------------------------------------- +# Endpoints +# --------------------------------------------------------------------------- + + +@router.post( + "/v1/workflows/runs", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def create_workflow_run( + data: WorkflowRunCreateRequest, + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Create a new workflow run. Returns run_id and session_id. + + The caller's API key token is stored as created_by so that non-admin keys + can only see and modify their own runs. + """ + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + try: + create_data: Dict[str, Any] = { + "workflow_type": data.workflow_type, + "created_by": _caller_key(user_api_key_dict), + } + if data.input is not None: + create_data["input"] = _json(data.input) + if data.metadata is not None: + create_data["metadata"] = _json(data.metadata) + run = await prisma_client.db.litellm_workflowrun.create(data=create_data) + return run + except Exception as e: + verbose_proxy_logger.exception("Error creating workflow run: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + +@router.get( + "/v1/workflows/runs", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def list_workflow_runs( + workflow_type: Optional[str] = Query(None), + status: Optional[str] = Query(None), + limit: int = Query(50, ge=1, le=250), + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """List workflow runs. Filter by workflow_type and/or status. + + Non-admin callers only see runs created by their own API key. + """ + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + where: Dict[str, Any] = {} + if workflow_type: + where["workflow_type"] = workflow_type + if status: + statuses = [s.strip() for s in status.split(",")] + where["status"] = {"in": statuses} if len(statuses) > 1 else statuses[0] + + # Non-admin callers are scoped to their own key. + if not _is_admin(user_api_key_dict): + caller = _caller_key(user_api_key_dict) + if caller: + where["created_by"] = caller + + try: + runs = await prisma_client.db.litellm_workflowrun.find_many( + where=where, + order={"created_at": "desc"}, + take=limit, + ) + return {"runs": runs, "count": len(runs)} + except Exception as e: + verbose_proxy_logger.exception("Error listing workflow runs: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + +@router.get( + "/v1/workflows/runs/{run_id}", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def get_workflow_run( + run_id: str, + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Get a workflow run with its most recent event.""" + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + try: + run = await prisma_client.db.litellm_workflowrun.find_unique( + where={"run_id": run_id}, + include={"events": {"order_by": {"sequence_number": "desc"}, "take": 1}}, + ) + if run is None: + raise HTTPException(status_code=404, detail=f"Run '{run_id}' not found") + if not _is_admin(user_api_key_dict): + caller = _caller_key(user_api_key_dict) + if not caller or run.created_by != caller: + raise HTTPException(status_code=404, detail=f"Run '{run_id}' not found") + return run + except HTTPException: + raise + except Exception as e: + verbose_proxy_logger.exception("Error getting workflow run: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + +@router.patch( + "/v1/workflows/runs/{run_id}", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def update_workflow_run( + run_id: str, + data: WorkflowRunUpdateRequest, + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Update status, metadata, or output on a workflow run.""" + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + update: Dict[str, Any] = {} + if data.status is not None: + update["status"] = data.status + if data.output is not None: + update["output"] = _json(data.output) + if data.metadata is not None: + update["metadata"] = _json(data.metadata) + + if not update: + raise HTTPException(status_code=400, detail="No fields to update") + + # Enforce ownership before writing. + await _require_run(prisma_client, run_id, user_api_key_dict) + + try: + run = await prisma_client.db.litellm_workflowrun.update( + where={"run_id": run_id}, + data=update, + ) + if run is None: + raise HTTPException(status_code=404, detail=f"Run '{run_id}' not found") + return run + except HTTPException: + raise + except Exception as e: + verbose_proxy_logger.exception("Error updating workflow run: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post( + "/v1/workflows/runs/{run_id}/events", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def append_workflow_event( + run_id: str, + data: WorkflowEventCreateRequest, + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Append an event to the run's event log. Also updates run.status if event_type maps to a status. + + Sequence numbers use optimistic concurrency: on a unique-constraint collision + (concurrent append), retries up to _MAX_SEQUENCE_RETRIES times with a fresh MAX+1. + The event+status update is atomic in a single DB transaction. + """ + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + await _require_run(prisma_client, run_id, user_api_key_dict) + + new_status = _EVENT_STATUS_MAP.get(data.event_type) + + for attempt in range(_MAX_SEQUENCE_RETRIES): + try: + seq = await _get_next_sequence_number(prisma_client, run_id, "events") + event_data: Dict[str, Any] = { + "run_id": run_id, + "event_type": data.event_type, + "step_name": data.step_name, + "sequence_number": seq, + } + if data.data is not None: + event_data["data"] = _json(data.data) + + async with prisma_client.db.tx() as tx: + event = await tx.litellm_workflowevent.create(data=event_data) + if new_status: + await tx.litellm_workflowrun.update( + where={"run_id": run_id}, + data={"status": new_status}, + ) + + return event + + except Exception as e: + if UniqueViolationError is not None and isinstance(e, UniqueViolationError): + if attempt == _MAX_SEQUENCE_RETRIES - 1: + verbose_proxy_logger.exception( + "Sequence number collision after %d retries for run %s", + _MAX_SEQUENCE_RETRIES, + run_id, + ) + raise HTTPException( + status_code=409, + detail="Concurrent write conflict — please retry", + ) + continue + verbose_proxy_logger.exception("Error appending workflow event: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + raise HTTPException( + status_code=500, detail="Failed to append event" + ) # pragma: no cover + + +@router.get( + "/v1/workflows/runs/{run_id}/events", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def list_workflow_events( + run_id: str, + limit: int = Query(100, ge=1, le=500), + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Fetch event log for a run, ordered by sequence_number. Default limit 100, max 500.""" + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + await _require_run(prisma_client, run_id, user_api_key_dict) + + try: + events = await prisma_client.db.litellm_workflowevent.find_many( + where={"run_id": run_id}, + order={"sequence_number": "asc"}, + take=limit, + ) + return {"events": events, "count": len(events)} + except Exception as e: + verbose_proxy_logger.exception("Error listing workflow events: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post( + "/v1/workflows/runs/{run_id}/messages", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def append_workflow_message( + run_id: str, + data: WorkflowMessageCreateRequest, + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Append a conversation message. Stores full content (not truncated). + + Uses optimistic concurrency for sequence numbers. + """ + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + await _require_run(prisma_client, run_id, user_api_key_dict) + + for attempt in range(_MAX_SEQUENCE_RETRIES): + try: + seq = await _get_next_sequence_number(prisma_client, run_id, "messages") + msg_data: Dict[str, Any] = { + "run_id": run_id, + "role": data.role, + "content": data.content, + "sequence_number": seq, + } + if data.session_id is not None: + msg_data["session_id"] = data.session_id + msg = await prisma_client.db.litellm_workflowmessage.create(data=msg_data) + return msg + + except Exception as e: + if UniqueViolationError is not None and isinstance(e, UniqueViolationError): + if attempt == _MAX_SEQUENCE_RETRIES - 1: + verbose_proxy_logger.exception( + "Sequence number collision after %d retries for run %s", + _MAX_SEQUENCE_RETRIES, + run_id, + ) + raise HTTPException( + status_code=409, + detail="Concurrent write conflict — please retry", + ) + continue + verbose_proxy_logger.exception("Error appending workflow message: %s", e) + raise HTTPException(status_code=500, detail=str(e)) + + raise HTTPException( + status_code=500, detail="Failed to append message" + ) # pragma: no cover + + +@router.get( + "/v1/workflows/runs/{run_id}/messages", + tags=["workflow management"], + dependencies=[Depends(user_api_key_auth)], +) +async def list_workflow_messages( + run_id: str, + limit: int = Query(100, ge=1, le=500), + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), +): + """Fetch conversation history for a run, ordered by sequence_number. Default limit 100, max 500.""" + from litellm.proxy.proxy_server import prisma_client + + if prisma_client is None: + raise HTTPException( + status_code=500, detail=CommonProxyErrors.db_not_connected_error.value + ) + + await _require_run(prisma_client, run_id, user_api_key_dict) + + try: + messages = await prisma_client.db.litellm_workflowmessage.find_many( + where={"run_id": run_id}, + order={"sequence_number": "asc"}, + take=limit, + ) + return {"messages": messages, "count": len(messages)} + except Exception as e: + verbose_proxy_logger.exception("Error listing workflow messages: %s", e) + raise HTTPException(status_code=500, detail=str(e)) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 870ea78f17..1222995529 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -426,6 +426,9 @@ from litellm.proxy.management_endpoints.team_endpoints import ( from litellm.proxy.management_endpoints.tool_management_endpoints import ( router as tool_management_router, ) +from litellm.proxy.management_endpoints.workflow_management_endpoints import ( + router as workflow_management_router, +) from litellm.proxy.memory.memory_endpoints import router as memory_router from litellm.proxy.management_endpoints.ui_sso import ( get_disabled_non_admin_personal_key_creation, @@ -14283,6 +14286,7 @@ app.include_router(model_management_router) app.include_router(model_access_group_management_router) app.include_router(tag_management_router) app.include_router(tool_management_router) +app.include_router(workflow_management_router) app.include_router(memory_router) app.include_router(cost_tracking_settings_router) app.include_router(router_settings_router) diff --git a/litellm/proxy/schema.prisma b/litellm/proxy/schema.prisma index 8f07c5afa3..fd54ed5243 100644 --- a/litellm/proxy/schema.prisma +++ b/litellm/proxy/schema.prisma @@ -1290,3 +1290,80 @@ model LiteLLM_AdaptiveRouterSession { @@id([session_id, router_name, model_name]) @@index([last_activity_at], map: "idx_adaptive_router_session_activity") } + +// --------------------------------------------------------------------------- +// Workflow Run Tracking +// +// Generic durable state tracking for any agent or automated workflow. +// Design: three tables — run (header + materialized status), event (append-only +// source of truth for state transitions), message (conversation inbox/outbox). +// +// Usage: +// - Set `workflow_type` to identify the owning system (e.g. "shin-builder"). +// - Store domain-specific fields in `metadata` (worktree_path, pr_url, etc.). +// - `session_id` on WorkflowRun matches `x-litellm-session-id` header sent to +// the proxy — all spend logs for this run are automatically tagged. +// --------------------------------------------------------------------------- + +// One instance of work being done. `status` is a materialized cache of the +// latest event; the event log is the authoritative source of truth. +model LiteLLM_WorkflowRun { + run_id String @id @default(uuid()) + session_id String @unique @default(uuid()) + workflow_type String + status String @default("pending") + created_by String? // user_id of the key that created this run; null = created by master key + created_at DateTime @default(now()) + updated_at DateTime @updatedAt + input Json? + output Json? + metadata Json? + + events LiteLLM_WorkflowEvent[] + messages LiteLLM_WorkflowMessage[] + + @@index([workflow_type, status]) + @@index([session_id]) + @@index([created_at]) + @@index([created_by]) +} + +// Append-only log of state transitions. Never mutate rows here. +// `step_name` and `event_type` are caller-defined strings — no hardcoded enums. +// Status auto-update rules (applied by the append endpoint): +// step.started → run.status = running +// step.failed → run.status = failed +// hook.waiting → run.status = paused +// hook.received → run.status = running +model LiteLLM_WorkflowEvent { + event_id String @id @default(uuid()) + run_id String + event_type String + step_name String + sequence_number Int + data Json? + created_at DateTime @default(now()) + + run LiteLLM_WorkflowRun @relation(fields: [run_id], references: [run_id]) + + @@unique([run_id, sequence_number]) + @@index([run_id]) +} + +// Conversation inbox/outbox — full message content, separate from the durable +// event log. Spend logs truncate messages; this table stores them in full. +// `session_id` here is the Claude --resume session ID (or similar). +model LiteLLM_WorkflowMessage { + message_id String @id @default(uuid()) + run_id String + role String + content String + sequence_number Int + session_id String? + created_at DateTime @default(now()) + + run LiteLLM_WorkflowRun @relation(fields: [run_id], references: [run_id]) + + @@unique([run_id, sequence_number]) + @@index([run_id]) +} diff --git a/litellm/proxy/workflows/README.md b/litellm/proxy/workflows/README.md new file mode 100644 index 0000000000..f452066afb --- /dev/null +++ b/litellm/proxy/workflows/README.md @@ -0,0 +1,150 @@ +# Workflow Run Tracking + +Generic durable state tracking for agents and automated workflows built on the LiteLLM proxy. + +## The Problem + +Agents like [shin-builder](https://github.com/BerriAI/shin-builder) run multi-stage pipelines (triage → plan → implement → PR). Their task state and conversation history lived in memory — a process restart lost everything. + +## Three-Table Design + +``` +WorkflowRun one instance of work (header + materialized status) +WorkflowEvent append-only state transitions (source of truth for replay) +WorkflowMessage conversation inbox/outbox (full content, not truncated) +``` + +**WorkflowEvent is the source of truth.** `WorkflowRun.status` is a materialized cache updated automatically when events are appended. If you need to debug a run, replay its events. + +## API + +All endpoints require a valid LiteLLM API key (`Authorization: Bearer sk-...`). + +### Runs + +``` +POST /v1/workflows/runs Create a run +GET /v1/workflows/runs List runs (?workflow_type=&status=) +GET /v1/workflows/runs/{run_id} Get run + latest event +PATCH /v1/workflows/runs/{run_id} Update status / metadata / output +``` + +### Events + +``` +POST /v1/workflows/runs/{run_id}/events Append event (auto-updates run status) +GET /v1/workflows/runs/{run_id}/events Full event log (ordered by sequence) +``` + +### Messages + +``` +POST /v1/workflows/runs/{run_id}/messages Append message +GET /v1/workflows/runs/{run_id}/messages Conversation history (ordered by sequence) +``` + +## Quick Start + +```bash +# Create a run +curl -X POST http://localhost:4000/v1/workflows/runs \ + -H "Authorization: Bearer sk-1234" \ + -H "Content-Type: application/json" \ + -d '{"workflow_type": "shin-builder", "metadata": {"title": "Fix login bug"}}' + +# {"run_id": "abc-123", "session_id": "xyz-456", "status": "pending", ...} + +# Mark step started (sets status → running) +curl -X POST http://localhost:4000/v1/workflows/runs/abc-123/events \ + -H "Authorization: Bearer sk-1234" \ + -H "Content-Type: application/json" \ + -d '{"event_type": "step.started", "step_name": "grill", "data": {"claude_session_id": "sess-789"}}' + +# Store a conversation message +curl -X POST http://localhost:4000/v1/workflows/runs/abc-123/messages \ + -H "Authorization: Bearer sk-1234" \ + -H "Content-Type: application/json" \ + -d '{"role": "user", "content": "What is the expected behavior?", "session_id": "sess-789"}' + +# Restart recovery: fetch active runs and resume from last event's data.claude_session_id +curl "http://localhost:4000/v1/workflows/runs?status=running,paused&workflow_type=shin-builder" \ + -H "Authorization: Bearer sk-1234" +``` + +## Status Auto-Update Rules + +When you append an event, the run's status is updated automatically: + +| event_type | run.status | +|-----------------|------------| +| `step.started` | `running` | +| `step.failed` | `failed` | +| `hook.waiting` | `paused` | +| `hook.received` | `running` | + +Set `status = completed` explicitly via PATCH when the workflow finishes. + +## Linking to Spend Logs + +`WorkflowRun.session_id` is generated automatically (UUID). Pass it as the `x-litellm-session-id` header when making completions through the proxy: + +```python +headers = {"x-litellm-session-id": run.session_id} +``` + +All spend log entries for this run are then tagged automatically. Query cost per run: + +``` +POST /ui/spend_logs/view_session_spend_logs?session_id={run.session_id} +``` + +## Sequence Numbers + +Sequence numbers on events and messages are assigned server-side (`MAX + 1` per run). Callers never supply them. This guarantees ordering even under concurrent writes. + +## Using from shin-builder + +Replace the in-memory `tasks.py` dict with calls to these endpoints: + +```python +import httpx + +class WorkflowRunClient: + def __init__(self, base_url: str, api_key: str): + self._client = httpx.AsyncClient( + base_url=base_url, + headers={"Authorization": f"Bearer {api_key}"}, + ) + + async def create_task(self, title: str, **metadata) -> dict: + r = await self._client.post("/v1/workflows/runs", json={ + "workflow_type": "shin-builder", + "metadata": {"title": title, **metadata}, + }) + r.raise_for_status() + return r.json() + + async def list_active_tasks(self) -> list: + r = await self._client.get( + "/v1/workflows/runs", + params={"workflow_type": "shin-builder", "status": "running,paused"}, + ) + r.raise_for_status() + return r.json()["runs"] + + async def transition(self, run_id: str, step_name: str, event_type: str, data: dict = None): + r = await self._client.post(f"/v1/workflows/runs/{run_id}/events", json={ + "event_type": event_type, + "step_name": step_name, + "data": data or {}, + }) + r.raise_for_status() + + async def append_message(self, run_id: str, role: str, content: str, session_id: str = None): + r = await self._client.post(f"/v1/workflows/runs/{run_id}/messages", json={ + "role": role, "content": content, "session_id": session_id, + }) + r.raise_for_status() +``` + +On startup, call `list_active_tasks()` to restore in-flight runs. The last `step.started` event's `data.claude_session_id` gives you the `--resume` ID. diff --git a/schema.prisma b/schema.prisma index 8f07c5afa3..fd54ed5243 100644 --- a/schema.prisma +++ b/schema.prisma @@ -1290,3 +1290,80 @@ model LiteLLM_AdaptiveRouterSession { @@id([session_id, router_name, model_name]) @@index([last_activity_at], map: "idx_adaptive_router_session_activity") } + +// --------------------------------------------------------------------------- +// Workflow Run Tracking +// +// Generic durable state tracking for any agent or automated workflow. +// Design: three tables — run (header + materialized status), event (append-only +// source of truth for state transitions), message (conversation inbox/outbox). +// +// Usage: +// - Set `workflow_type` to identify the owning system (e.g. "shin-builder"). +// - Store domain-specific fields in `metadata` (worktree_path, pr_url, etc.). +// - `session_id` on WorkflowRun matches `x-litellm-session-id` header sent to +// the proxy — all spend logs for this run are automatically tagged. +// --------------------------------------------------------------------------- + +// One instance of work being done. `status` is a materialized cache of the +// latest event; the event log is the authoritative source of truth. +model LiteLLM_WorkflowRun { + run_id String @id @default(uuid()) + session_id String @unique @default(uuid()) + workflow_type String + status String @default("pending") + created_by String? // user_id of the key that created this run; null = created by master key + created_at DateTime @default(now()) + updated_at DateTime @updatedAt + input Json? + output Json? + metadata Json? + + events LiteLLM_WorkflowEvent[] + messages LiteLLM_WorkflowMessage[] + + @@index([workflow_type, status]) + @@index([session_id]) + @@index([created_at]) + @@index([created_by]) +} + +// Append-only log of state transitions. Never mutate rows here. +// `step_name` and `event_type` are caller-defined strings — no hardcoded enums. +// Status auto-update rules (applied by the append endpoint): +// step.started → run.status = running +// step.failed → run.status = failed +// hook.waiting → run.status = paused +// hook.received → run.status = running +model LiteLLM_WorkflowEvent { + event_id String @id @default(uuid()) + run_id String + event_type String + step_name String + sequence_number Int + data Json? + created_at DateTime @default(now()) + + run LiteLLM_WorkflowRun @relation(fields: [run_id], references: [run_id]) + + @@unique([run_id, sequence_number]) + @@index([run_id]) +} + +// Conversation inbox/outbox — full message content, separate from the durable +// event log. Spend logs truncate messages; this table stores them in full. +// `session_id` here is the Claude --resume session ID (or similar). +model LiteLLM_WorkflowMessage { + message_id String @id @default(uuid()) + run_id String + role String + content String + sequence_number Int + session_id String? + created_at DateTime @default(now()) + + run LiteLLM_WorkflowRun @relation(fields: [run_id], references: [run_id]) + + @@unique([run_id, sequence_number]) + @@index([run_id]) +} diff --git a/tests/test_litellm/proxy/management_endpoints/test_workflow_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_workflow_management_endpoints.py new file mode 100644 index 0000000000..a337ff6d88 --- /dev/null +++ b/tests/test_litellm/proxy/management_endpoints/test_workflow_management_endpoints.py @@ -0,0 +1,611 @@ +""" +Unit tests for workflow management endpoints (/v1/workflows/runs/*). +Uses FastAPI TestClient with a mocked prisma_client. +""" + +import os +import sys +from datetime import datetime, timezone +from typing import Any +from unittest.mock import AsyncMock, MagicMock, patch + +from fastapi import FastAPI +from fastapi.testclient import TestClient +from prisma.errors import UniqueViolationError + +sys.path.insert(0, os.path.abspath("../../..")) + +from litellm.proxy.management_endpoints.workflow_management_endpoints import router + + +# --------------------------------------------------------------------------- +# Helpers +# --------------------------------------------------------------------------- + + +def _make_run( + run_id: str = "run-1", + session_id: str = "sess-1", + workflow_type: str = "shin-builder", + status: str = "pending", + created_by: Any = "tok-test", +) -> MagicMock: + obj = MagicMock() + obj.run_id = run_id + obj.session_id = session_id + obj.workflow_type = workflow_type + obj.status = status + obj.created_by = created_by + obj.created_at = datetime.now(timezone.utc) + obj.updated_at = datetime.now(timezone.utc) + obj.input = None + obj.output = None + obj.metadata = None + return obj + + +def _make_event( + event_id: str = "evt-1", + run_id: str = "run-1", + event_type: str = "step.started", + step_name: str = "grill", + sequence_number: int = 0, +) -> MagicMock: + obj = MagicMock() + obj.event_id = event_id + obj.run_id = run_id + obj.event_type = event_type + obj.step_name = step_name + obj.sequence_number = sequence_number + obj.data = None + obj.created_at = datetime.now(timezone.utc) + return obj + + +def _make_message( + message_id: str = "msg-1", + run_id: str = "run-1", + role: str = "user", + content: str = "hello", + sequence_number: int = 0, +) -> MagicMock: + obj = MagicMock() + obj.message_id = message_id + obj.run_id = run_id + obj.role = role + obj.content = content + obj.sequence_number = sequence_number + obj.session_id = None + obj.created_at = datetime.now(timezone.utc) + return obj + + +def _make_tx(event_return=None, run_return=None, msg_return=None) -> MagicMock: + """Build an async context-manager mock for prisma_client.db.tx().""" + tx = MagicMock() + tx.litellm_workflowevent = MagicMock() + tx.litellm_workflowevent.create = AsyncMock( + return_value=event_return or _make_event() + ) + tx.litellm_workflowrun = MagicMock() + tx.litellm_workflowrun.update = AsyncMock(return_value=run_return or _make_run()) + tx.litellm_workflowmessage = MagicMock() + tx.litellm_workflowmessage.create = AsyncMock( + return_value=msg_return or _make_message() + ) + tx.__aenter__ = AsyncMock(return_value=tx) + tx.__aexit__ = AsyncMock(return_value=False) + return tx + + +def _make_prisma_client() -> MagicMock: + client = MagicMock() + client.db = MagicMock() + client.db.litellm_workflowrun = MagicMock() + client.db.litellm_workflowevent = MagicMock() + client.db.litellm_workflowmessage = MagicMock() + # default tx() returns a no-op transaction + client.db.tx = MagicMock(return_value=_make_tx()) + return client + + +def _make_app() -> FastAPI: + app = FastAPI() + app.include_router(router) + return app + + +def _override_auth() -> Any: + from litellm.proxy._types import UserAPIKeyAuth + + auth = UserAPIKeyAuth(api_key="sk-test", user_id="admin") + auth.token = "tok-test" + return auth + + +def _override_auth_admin() -> Any: + from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth + + auth = UserAPIKeyAuth(api_key="sk-master") + auth.user_role = LitellmUserRoles.PROXY_ADMIN # type: ignore[assignment] + return auth + + +def _override_auth_user_with_token(token: str = "tok-abc") -> Any: + """Return a non-admin caller whose hashed token equals `token`.""" + from litellm.proxy._types import UserAPIKeyAuth + + auth = UserAPIKeyAuth(api_key="sk-user", user_id="user-1") + auth.token = token # override the computed hash with a predictable value + return auth + + +# --------------------------------------------------------------------------- +# Tests +# --------------------------------------------------------------------------- + + +class TestCreateWorkflowRun: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_create_returns_run(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.create = AsyncMock(return_value=_make_run()) + + resp = self.client.post( + "/v1/workflows/runs", + json={"workflow_type": "shin-builder"}, + ) + assert resp.status_code == 200 + self._prisma.db.litellm_workflowrun.create.assert_awaited_once() + + @patch("litellm.proxy.proxy_server.prisma_client", None) + def test_create_500_when_no_db(self): + resp = self.client.post( + "/v1/workflows/runs", + json={"workflow_type": "shin-builder"}, + ) + assert resp.status_code == 500 + + +class TestListWorkflowRuns: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_returns_runs(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_many = AsyncMock( + return_value=[_make_run()] + ) + + resp = self.client.get("/v1/workflows/runs") + assert resp.status_code == 200 + data = resp.json() + assert data["count"] == 1 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_filters_by_status(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_many = AsyncMock(return_value=[]) + + resp = self.client.get("/v1/workflows/runs?status=running") + assert resp.status_code == 200 + call_kwargs = self._prisma.db.litellm_workflowrun.find_many.call_args[1] + assert call_kwargs["where"]["status"] == "running" + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_filters_by_multiple_statuses(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_many = AsyncMock(return_value=[]) + + resp = self.client.get("/v1/workflows/runs?status=running,paused") + assert resp.status_code == 200 + call_kwargs = self._prisma.db.litellm_workflowrun.find_many.call_args[1] + assert call_kwargs["where"]["status"] == {"in": ["running", "paused"]} + + +class TestGetWorkflowRun: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_get_existing_run(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + + resp = self.client.get("/v1/workflows/runs/run-1") + assert resp.status_code == 200 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_get_missing_run_returns_404(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock(return_value=None) + + resp = self.client.get("/v1/workflows/runs/nonexistent") + assert resp.status_code == 404 + + +class TestUpdateWorkflowRun: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_update_status(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + updated = _make_run(status="completed") + self._prisma.db.litellm_workflowrun.update = AsyncMock(return_value=updated) + + resp = self.client.patch( + "/v1/workflows/runs/run-1", json={"status": "completed"} + ) + assert resp.status_code == 200 + self._prisma.db.litellm_workflowrun.update.assert_awaited_once() + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_update_no_fields_returns_400(self, mock_pc): + mock_pc.db = self._prisma.db + resp = self.client.patch("/v1/workflows/runs/run-1", json={}) + assert resp.status_code == 400 + + +class TestAppendWorkflowEvent: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_append_event_updates_run_status(self, mock_pc): + mock_pc.db = self._prisma.db + # _require_run check + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowevent.find_many = AsyncMock(return_value=[]) + tx = _make_tx( + event_return=_make_event(), run_return=_make_run(status="running") + ) + self._prisma.db.tx = MagicMock(return_value=tx) + + resp = self.client.post( + "/v1/workflows/runs/run-1/events", + json={"event_type": "step.started", "step_name": "grill"}, + ) + assert resp.status_code == 200 + # run status updated inside tx + tx.litellm_workflowrun.update.assert_awaited_once() + update_call = tx.litellm_workflowrun.update.call_args[1] + assert update_call["data"]["status"] == "running" + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_append_event_no_status_update_for_unknown_type(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowevent.find_many = AsyncMock(return_value=[]) + tx = _make_tx(event_return=_make_event(event_type="custom.event")) + self._prisma.db.tx = MagicMock(return_value=tx) + + resp = self.client.post( + "/v1/workflows/runs/run-1/events", + json={"event_type": "custom.event", "step_name": "grill"}, + ) + assert resp.status_code == 200 + # no status update inside tx for unknown event_type + tx.litellm_workflowrun.update.assert_not_awaited() + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_sequence_number_increments(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + existing = _make_event(sequence_number=4) + self._prisma.db.litellm_workflowevent.find_many = AsyncMock( + return_value=[existing] + ) + tx = _make_tx(event_return=_make_event(sequence_number=5)) + self._prisma.db.tx = MagicMock(return_value=tx) + + self.client.post( + "/v1/workflows/runs/run-1/events", + json={"event_type": "step.started", "step_name": "plan"}, + ) + create_call = tx.litellm_workflowevent.create.call_args[1] + assert create_call["data"]["sequence_number"] == 5 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_unknown_run_id_returns_404(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock(return_value=None) + + resp = self.client.post( + "/v1/workflows/runs/nonexistent/events", + json={"event_type": "step.started", "step_name": "grill"}, + ) + assert resp.status_code == 404 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_sequence_collision_retries_and_succeeds(self, mock_pc): + """UniqueViolationError on first attempt triggers retry; second attempt succeeds.""" + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowevent.find_many = AsyncMock(return_value=[]) + + # First tx raises UniqueViolationError; second succeeds. + tx_fail = _make_tx() + tx_fail.__aenter__ = AsyncMock(return_value=tx_fail) + tx_fail.litellm_workflowevent.create = AsyncMock( + side_effect=UniqueViolationError( + {"user_facing_error": {"message": "unique"}} + ) + ) + tx_fail.__aexit__ = AsyncMock(return_value=False) + + tx_ok = _make_tx(event_return=_make_event(sequence_number=1)) + + self._prisma.db.tx = MagicMock(side_effect=[tx_fail, tx_ok]) + + resp = self.client.post( + "/v1/workflows/runs/run-1/events", + json={"event_type": "step.started", "step_name": "grill"}, + ) + assert resp.status_code == 200 + + +class TestWorkflowMessages: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_append_message(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowmessage.find_many = AsyncMock(return_value=[]) + self._prisma.db.litellm_workflowmessage.create = AsyncMock( + return_value=_make_message() + ) + + resp = self.client.post( + "/v1/workflows/runs/run-1/messages", + json={"role": "user", "content": "fix the bug"}, + ) + assert resp.status_code == 200 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_append_message_unknown_run_returns_404(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock(return_value=None) + + resp = self.client.post( + "/v1/workflows/runs/nonexistent/messages", + json={"role": "user", "content": "hello"}, + ) + assert resp.status_code == 404 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_messages_ordered(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowmessage.find_many = AsyncMock( + return_value=[ + _make_message(sequence_number=0), + _make_message(sequence_number=1, role="assistant"), + ] + ) + + resp = self.client.get("/v1/workflows/runs/run-1/messages") + assert resp.status_code == 200 + data = resp.json() + assert data["count"] == 2 + call_kwargs = self._prisma.db.litellm_workflowmessage.find_many.call_args[1] + assert call_kwargs["order"] == {"sequence_number": "asc"} + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_messages_respects_limit(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowmessage.find_many = AsyncMock(return_value=[]) + + resp = self.client.get("/v1/workflows/runs/run-1/messages?limit=25") + assert resp.status_code == 200 + call_kwargs = self._prisma.db.litellm_workflowmessage.find_many.call_args[1] + assert call_kwargs["take"] == 25 + + +class TestListWorkflowEvents: + def setup_method(self): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = _override_auth + self.client = TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_events_ordered(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowevent.find_many = AsyncMock( + return_value=[ + _make_event(sequence_number=0), + _make_event(sequence_number=1), + ] + ) + + resp = self.client.get("/v1/workflows/runs/run-1/events") + assert resp.status_code == 200 + data = resp.json() + assert data["count"] == 2 + call_kwargs = self._prisma.db.litellm_workflowevent.find_many.call_args[1] + assert call_kwargs["order"] == {"sequence_number": "asc"} + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_events_respects_limit(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run() + ) + self._prisma.db.litellm_workflowevent.find_many = AsyncMock(return_value=[]) + + resp = self.client.get("/v1/workflows/runs/run-1/events?limit=10") + assert resp.status_code == 200 + call_kwargs = self._prisma.db.litellm_workflowevent.find_many.call_args[1] + assert call_kwargs["take"] == 10 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_list_events_unknown_run_returns_404(self, mock_pc): + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock(return_value=None) + + resp = self.client.get("/v1/workflows/runs/nonexistent/events") + assert resp.status_code == 404 + + +class TestTenantIsolation: + """Ownership enforcement: non-admin callers only see their own runs.""" + + def _make_app_with_auth(self, auth_fn): + from litellm.proxy.auth.user_api_key_auth import user_api_key_auth + + self._prisma = _make_prisma_client() + app = _make_app() + app.dependency_overrides[user_api_key_auth] = auth_fn + return TestClient(app, raise_server_exceptions=True) + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_create_stores_caller_token(self, mock_pc): + token = "tok-owner" + client = self._make_app_with_auth(lambda: _override_auth_user_with_token(token)) + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.create = AsyncMock( + return_value=_make_run(created_by=token) + ) + + resp = client.post("/v1/workflows/runs", json={"workflow_type": "test"}) + assert resp.status_code == 200 + create_call = self._prisma.db.litellm_workflowrun.create.call_args[1] + assert create_call["data"]["created_by"] == token + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_non_admin_list_scoped_to_caller_token(self, mock_pc): + token = "tok-owner" + client = self._make_app_with_auth(lambda: _override_auth_user_with_token(token)) + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_many = AsyncMock(return_value=[]) + + resp = client.get("/v1/workflows/runs") + assert resp.status_code == 200 + call_kwargs = self._prisma.db.litellm_workflowrun.find_many.call_args[1] + assert call_kwargs["where"].get("created_by") == token + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_admin_list_not_scoped(self, mock_pc): + client = self._make_app_with_auth(_override_auth_admin) + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_many = AsyncMock(return_value=[]) + + resp = client.get("/v1/workflows/runs") + assert resp.status_code == 200 + call_kwargs = self._prisma.db.litellm_workflowrun.find_many.call_args[1] + assert "created_by" not in call_kwargs["where"] + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_non_admin_get_other_users_run_returns_404(self, mock_pc): + token = "tok-caller" + client = self._make_app_with_auth(lambda: _override_auth_user_with_token(token)) + mock_pc.db = self._prisma.db + # Run owned by a different key + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run(created_by="tok-other-owner") + ) + + resp = client.get("/v1/workflows/runs/run-1") + assert resp.status_code == 404 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_non_admin_get_null_owner_run_returns_404(self, mock_pc): + token = "tok-caller" + client = self._make_app_with_auth(lambda: _override_auth_user_with_token(token)) + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run(created_by=None) + ) + + resp = client.get("/v1/workflows/runs/run-1") + assert resp.status_code == 404 + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_non_admin_update_null_owner_run_returns_404(self, mock_pc): + token = "tok-caller" + client = self._make_app_with_auth(lambda: _override_auth_user_with_token(token)) + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run(created_by=None) + ) + self._prisma.db.litellm_workflowrun.update = AsyncMock( + return_value=_make_run(status="completed") + ) + + resp = client.patch("/v1/workflows/runs/run-1", json={"status": "completed"}) + assert resp.status_code == 404 + self._prisma.db.litellm_workflowrun.update.assert_not_awaited() + + @patch("litellm.proxy.proxy_server.prisma_client") + def test_non_admin_get_own_run_succeeds(self, mock_pc): + token = "tok-caller" + client = self._make_app_with_auth(lambda: _override_auth_user_with_token(token)) + mock_pc.db = self._prisma.db + self._prisma.db.litellm_workflowrun.find_unique = AsyncMock( + return_value=_make_run(created_by=token) + ) + + resp = client.get("/v1/workflows/runs/run-1") + assert resp.status_code == 200 diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx index d32cf74d6a..a8553d5405 100644 --- a/ui/litellm-dashboard/src/app/page.tsx +++ b/ui/litellm-dashboard/src/app/page.tsx @@ -40,6 +40,7 @@ import { ProjectsPage } from "@/components/Projects/ProjectsPage"; import VectorStoreManagement from "@/components/vector_store_management"; import ToolPoliciesView from "@/components/ToolPoliciesView"; import { MemoryView } from "@/components/MemoryView"; +import WorkflowRuns from "@/components/workflow_runs"; import SpendLogsTable from "@/components/view_logs"; import ViewUserDashboard from "@/components/view_users"; import { ThemeProvider } from "@/contexts/ThemeContext"; @@ -631,6 +632,8 @@ function CreateKeyPageContent() { ) : page == "tool-policies" ? ( + ) : page == "workflows" ? ( + ) : page == "memory" ? ( { "Virtual Keys", "Playground", "Models + Endpoints", - "Agents", + "Agentic", "MCP Servers", "Guardrails", "Policies", diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx index c340b65496..cecc99739b 100644 --- a/ui/litellm-dashboard/src/components/leftnav.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.tsx @@ -3,6 +3,7 @@ import { useTeams } from "@/app/(dashboard)/hooks/teams/useTeams"; import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; import { ApiOutlined, + ApartmentOutlined, AppstoreOutlined, AuditOutlined, BankOutlined, @@ -120,11 +121,31 @@ const menuGroups: MenuGroup[] = [ roles: rolesWithWriteAccess, }, { - key: "agents", - page: "agents", - label: "Agents", + key: "agentic", + page: "agentic", + label: "Agentic", icon: , - roles: rolesWithWriteAccess, + children: [ + { + key: "agents", + page: "agents", + label: "Agents", + icon: , + roles: rolesWithWriteAccess, + }, + { + key: "workflows", + page: "workflows", + label: "Workflow Runs", + icon: , + }, + { + key: "memory", + page: "memory", + label: "Memory", + icon: , + }, + ], }, { key: "mcp-servers", @@ -139,12 +160,6 @@ const menuGroups: MenuGroup[] = [ icon: , roles: all_admin_roles, }, - { - key: "memory", - page: "memory", - label: "Memory", - icon: , - }, { key: "guardrails", page: "guardrails", diff --git a/ui/litellm-dashboard/src/components/page_metadata.ts b/ui/litellm-dashboard/src/components/page_metadata.ts index 63f03f4586..277bb0bd02 100644 --- a/ui/litellm-dashboard/src/components/page_metadata.ts +++ b/ui/litellm-dashboard/src/components/page_metadata.ts @@ -9,6 +9,8 @@ export const pageDescriptions: Record = { "llm-playground": "Interactive playground for testing LLM requests", models: "Configure and manage LLM models and endpoints", agents: "Create and manage AI agents", + agentic: "Manage agentic resources: agents, workflow runs, and memory", + workflows: "Track and inspect durable workflow run history", "mcp-servers": "Configure Model Context Protocol servers", memory: "Inspect and manage agent memory entries stored under /v1/memory", guardrails: "Set up content moderation and safety guardrails", diff --git a/ui/litellm-dashboard/src/components/workflow_runs/index.tsx b/ui/litellm-dashboard/src/components/workflow_runs/index.tsx new file mode 100644 index 0000000000..a69eac282b --- /dev/null +++ b/ui/litellm-dashboard/src/components/workflow_runs/index.tsx @@ -0,0 +1,751 @@ +import React, { useState, useEffect, useCallback } from "react"; +import { Button, Collapse, Drawer, Empty, Spin, Table, Tooltip, Typography } from "antd"; +import { ReloadOutlined } from "@ant-design/icons"; +import { proxyBaseUrl } from "@/components/networking"; + +const { Text } = Typography; + +interface WorkflowRunsProps { + accessToken: string | null; +} + +type RunStatus = "pending" | "running" | "paused" | "completed" | "failed"; + +interface RunMetadata { + title?: string; + state?: string; + pr_url?: string; + worktree_path?: string; + plan_text?: string; + grill_session_id?: string; + session_id?: string; + [key: string]: unknown; +} + +interface WorkflowRun { + run_id: string; + status: RunStatus; + workflow_type: string; + created_at: string; + metadata?: RunMetadata | null; +} + +interface WorkflowRunEvent { + event_id: string; + event_type: string; + step_name: string; + sequence_number: number; + created_at: string; + data?: Record | null; +} + +interface WorkflowRunMessage { + message_id: string; + role: string; + content: string; + sequence_number: number; + created_at: string; +} + +// ── design tokens ───────────────────────────────────────────────────────────── + +const STATUS_DOT: Record = { + pending: "#a1a1aa", + running: "#3b82f6", + paused: "#f59e0b", + completed: "#22c55e", + failed: "#ef4444", +}; + +const EVENT_COLOR: Record = { + "step.started": { bar: "#f0fdf4", border: "#86efac", text: "#16a34a" }, + "step.failed": { bar: "#fef2f2", border: "#fca5a5", text: "#dc2626" }, + "hook.waiting": { bar: "#fffbeb", border: "#fcd34d", text: "#d97706" }, + "hook.received": { bar: "#eff6ff", border: "#93c5fd", text: "#2563eb" }, +}; + +function eventStyle(type: string) { + return EVENT_COLOR[type] ?? { bar: "#f4f4f5", border: "#d4d4d8", text: "#52525b" }; +} + +// ── helpers ─────────────────────────────────────────────────────────────────── + +function timeAgo(iso: string): string { + const diff = Date.now() - new Date(iso).getTime(); + if (isNaN(diff)) return iso; + const s = Math.floor(diff / 1000); + if (s < 60) return `${s}s ago`; + const m = Math.floor(s / 60); + if (m < 60) return `${m}m ago`; + const h = Math.floor(m / 60); + if (h < 24) return `${h}h ago`; + return `${Math.floor(h / 24)}d ago`; +} + +function fmtDuration(ms: number): string { + if (ms < 0) return ""; + if (ms < 1000) return `${ms}ms`; + return `${(ms / 1000).toFixed(1)}s`; +} + +function runTitle(run: WorkflowRun): string { + const t = run.metadata?.title; + if (t) return String(t); + return run.workflow_type ?? run.run_id.slice(0, 8); +} + +function shortId(id: string): string { + return id.slice(0, 8); +} + +// ── status dot ──────────────────────────────────────────────────────────────── + +const StatusDot: React.FC<{ status: RunStatus; size?: number }> = ({ status, size = 8 }) => ( + +); + +// ── truncated text value ────────────────────────────────────────────────────── + +const TRUNCATE_AT = 120; + +const TruncatedValue: React.FC<{ value: string }> = ({ value }) => { + const [expanded, setExpanded] = useState(false); + if (value.length <= TRUNCATE_AT) { + return {value}; + } + return ( + + {expanded ? value : value.slice(0, TRUNCATE_AT) + "…"} + + + ); +}; + +// ── metadata card ───────────────────────────────────────────────────────────── + +const MetadataCard: React.FC<{ run: WorkflowRun }> = ({ run }) => { + const meta = run.metadata ?? {}; + + const primaryFields: { key: string; label: string }[] = [ + { key: "state", label: "state" }, + { key: "worktree_path", label: "worktree" }, + { key: "grill_session_id", label: "grill session" }, + { key: "session_id", label: "session" }, + ]; + + const primaryKeys = new Set(["title", ...primaryFields.map((f) => f.key)]); + const extraEntries = Object.entries(meta).filter( + ([k, v]) => !primaryKeys.has(k) && v !== null && v !== undefined && v !== "" + ); + + return ( +
+ {/* title bar */} +
+ + + {runTitle(run)} + + + {shortId(run.run_id)} + + + {run.workflow_type} + +
+ + {/* key fields grid */} +
+ + {run.status} + + + {timeAgo(run.created_at)} + + + {meta.pr_url && ( + + + {String(meta.pr_url)} + + + )} + + {primaryFields.map(({ key, label }) => { + const v = meta[key]; + if (v === null || v === undefined || v === "") return null; + const str = typeof v === "object" ? JSON.stringify(v) : String(v); + return ( + + + + ); + })} + + {extraEntries.map(([k, v]) => { + const str = typeof v === "object" ? JSON.stringify(v) : String(v); + return ( + + + + ); + })} +
+
+ ); +}; + +const FieldPair: React.FC<{ label: string; children: React.ReactNode }> = ({ + label, + children, +}) => ( +
+ + {label} + + {children} +
+); + +// ── gantt timeline ──────────────────────────────────────────────────────────── + +const GanttTimeline: React.FC<{ + run: WorkflowRun; + events: WorkflowRunEvent[]; +}> = ({ run, events }) => { + if (events.length === 0) { + return ( +
+ No events recorded +
+ ); + } + + const runStart = new Date(run.created_at).getTime(); + const eventTimes = events.map((e) => new Date(e.created_at).getTime()); + const lastTime = Math.max(...eventTimes); + const totalSpan = Math.max(lastTime - runStart, 1); + const totalDur = fmtDuration(lastTime - runStart); + + return ( +
+ {/* ruler */} +
+
+
+ {[0, 100].map((pct) => ( + + {pct === 0 ? "0" : totalDur} + + ))} +
+
+ + {/* outer run bar */} +
+
+ {runTitle(run)} +
+
+ {totalDur} +
+
+ + {/* event rows */} +
+ {events.map((ev) => { + const evTime = new Date(ev.created_at).getTime(); + const leftPct = ((evTime - runStart) / totalSpan) * 100; + + const nextIdx = events.findIndex((e) => e.sequence_number > ev.sequence_number); + const nextTime = + nextIdx >= 0 + ? new Date(events[nextIdx].created_at).getTime() + : lastTime + Math.max(totalSpan * 0.12, 500); + const widthPct = Math.max(8, ((nextTime - evTime) / totalSpan) * 100); + const style = eventStyle(ev.event_type); + const dur = fmtDuration(nextTime - evTime); + + return ( + +
+ {ev.step_name || ev.event_type} +
+
+ +
type: {ev.event_type}
+
step: {ev.step_name}
+
seq: {ev.sequence_number}
+
time: {timeAgo(ev.created_at)}
+ {ev.data && Object.keys(ev.data).length > 0 && ( +
data: {JSON.stringify(ev.data)}
+ )} +
+ } + > +
+ {ev.event_type} + {dur && {dur}} +
+ +
+ + ); + })} +
+
+ ); +}; + +// ── message row ─────────────────────────────────────────────────────────────── + +const MessageRow: React.FC<{ msg: WorkflowRunMessage }> = ({ msg }) => { + const roleColor: Record = { + user: "#2563eb", + assistant: "#16a34a", + system: "#7c3aed", + tool_result: "#d97706", + }; + const color = roleColor[msg.role] ?? "#52525b"; + + return ( +
+ [{msg.role}] +
+ + {msg.content} + + + {timeAgo(msg.created_at)} + +
+
+ ); +}; + +// ── main component ──────────────────────────────────────────────────────────── + +const WorkflowRuns: React.FC = ({ accessToken }) => { + const [runs, setRuns] = useState([]); + const [loadingRuns, setLoadingRuns] = useState(false); + const [selectedRun, setSelectedRun] = useState(null); + const [events, setEvents] = useState([]); + const [messages, setMessages] = useState([]); + const [loadingDetail, setLoadingDetail] = useState(false); + const [drawerOpen, setDrawerOpen] = useState(false); + + const fetchRuns = useCallback(async () => { + if (!accessToken) return; + setLoadingRuns(true); + try { + const res = await fetch(`${proxyBaseUrl ?? ""}/v1/workflows/runs?limit=100`, { + headers: { Authorization: `Bearer ${accessToken}` }, + }); + if (!res.ok) throw new Error(`HTTP ${res.status}`); + const data = await res.json(); + setRuns(data.runs ?? []); + } catch (err) { + console.error("workflow runs fetch failed:", err); + } finally { + setLoadingRuns(false); + } + }, [accessToken]); + + const fetchRunDetail = useCallback( + async (run: WorkflowRun) => { + if (!accessToken) return; + setSelectedRun(run); + setDrawerOpen(true); + setLoadingDetail(true); + setEvents([]); + setMessages([]); + try { + const base = proxyBaseUrl ?? ""; + const [evRes, msgRes] = await Promise.all([ + fetch(`${base}/v1/workflows/runs/${run.run_id}/events`, { + headers: { Authorization: `Bearer ${accessToken}` }, + }), + fetch(`${base}/v1/workflows/runs/${run.run_id}/messages`, { + headers: { Authorization: `Bearer ${accessToken}` }, + }), + ]); + const evData = evRes.ok ? await evRes.json() : { events: [] }; + const msgData = msgRes.ok ? await msgRes.json() : { messages: [] }; + setEvents( + [...(evData.events ?? [])].sort( + (a: WorkflowRunEvent, b: WorkflowRunEvent) => a.sequence_number - b.sequence_number + ) + ); + setMessages( + [...(msgData.messages ?? [])].sort( + (a: WorkflowRunMessage, b: WorkflowRunMessage) => a.sequence_number - b.sequence_number + ) + ); + } catch (err) { + console.error("workflow run detail fetch failed:", err); + } finally { + setLoadingDetail(false); + } + }, + [accessToken] + ); + + useEffect(() => { + fetchRuns(); + }, [fetchRuns]); + + const columns = [ + { + title: "Run", + dataIndex: "run_id", + key: "run", + render: (_: string, run: WorkflowRun) => ( +
+ +
+
+ {runTitle(run)} +
+
+ {shortId(run.run_id)} +
+
+
+ ), + }, + { + title: "Type", + dataIndex: "workflow_type", + key: "workflow_type", + render: (v: string) => ( + {v} + ), + }, + { + title: "Status", + dataIndex: "status", + key: "status", + render: (status: RunStatus, run: WorkflowRun) => { + const state = run.metadata?.state; + return ( +
+ + + {state ?? status} + +
+ ); + }, + }, + { + title: "Created", + dataIndex: "created_at", + key: "created_at", + render: (v: string) => ( + {timeAgo(v)} + ), + }, + ]; + + return ( +
+ {/* page header */} +
+
+
Workflow Runs
+
+ Durable state tracking for agents and automated workflows +
+
+ +
+ + {/* runs table — matches logs page density */} +
+
({ + onClick: () => fetchRunDetail(run), + style: { cursor: "pointer" }, + })} + locale={{ + emptyText: ( + No workflow runs yet} + image={Empty.PRESENTED_IMAGE_SIMPLE} + /> + ), + }} + className="[&_.ant-table-cell]:py-0.5 [&_.ant-table-thead_.ant-table-cell]:py-1" + style={{ border: "none" }} + /> + + + {/* detail drawer */} + setDrawerOpen(false)} + width={680} + title={null} + closable={false} + bodyStyle={{ padding: 0 }} + styles={{ body: { padding: 0 } }} + > + {!selectedRun ? null : loadingDetail ? ( +
+ +
+ ) : ( +
+ {/* drawer close + refresh */} +
+ + +
+ + {/* metadata card — top */} + + + {/* collapsible sections */} + + Timeline + + {events.length} {events.length === 1 ? "event" : "events"} + + + ), + children: ( +
+ +
+ ), + }, + { + key: "messages", + label: ( + + Messages + + {messages.length} + + + ), + children: messages.length === 0 ? ( +
+ No messages +
+ ) : ( +
+ {messages.map((msg) => ( + + ))} +
+ ), + }, + ]} + /> +
+ )} + + + ); +}; + +export default WorkflowRuns; From dedaf74a5ec16dcb98624ea9b4d6ceedd85b1ac1 Mon Sep 17 00:00:00 2001 From: stuxf <70670632+stuxf@users.noreply.github.com> Date: Wed, 29 Apr 2026 17:27:22 -0700 Subject: [PATCH 66/80] chore(auth): tighten clientside api_base handling (#26518) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * chore(auth): validate clientside api_base against SSRF guard; clear admin secrets on base override Two related issues with how the proxy handles client-supplied ``api_base`` / ``base_url`` overrides on chat-completion requests: 1. **SSRF gate bypass** — ``check_complete_credentials()`` returned ``True`` for any non-empty ``api_key``, allowing the ``is_request_body_safe`` ``banned_params`` loop to admit ``api_base`` / ``base_url`` values that point at private (RFC 1918), loopback, link-local, or cloud-metadata addresses. Now: when the gate sees a client-supplied ``api_base`` / ``base_url``, it runs the URL through ``litellm_core_utils.url_utils.validate_url`` (DNS-resolves, blocks internal/IMDS/LL networks, defends against rebinding). Rejection raises with a clear message. 2. **Admin-config leak on base override** — ``get_dynamic_litellm_params`` only carried the three clientside keys (``api_key``, ``api_base``, ``base_url``) from request to upstream call. Other admin-configured fields on ``litellm_params`` — ``organization``, ``extra_body``, ``extra_headers``, ``api_version``, ``azure_ad_token``, AWS / Vertex creds, etc. — flowed through unchanged. With base redirected to a client-controlled server, those admin secrets were sent to the attacker. Now: when ``api_base`` / ``base_url`` is in ``request_kwargs``, drop those admin-config fields from ``litellm_params`` unless the caller re-supplied them. Tests cover the SSRF-target rejection per URL field, the admin-secret clearing on base override, the don't-clear case when only ``api_key`` is overridden (BYOK pattern), and the don't-overwrite case when the caller resupplies fields like ``organization`` themselves. Co-Authored-By: Claude Opus 4.7 (1M context) * chore(vertex-batches): wrap api_base GET in safe_get for defense-in-depth The vertex batches status-poll fetches an attacker-influenceable ``api_base`` URL with a raw ``sync_handler.get()``. The proxy auth gate already validates clientside ``api_base`` before reaching this sink, so the proxy flow is covered. This adds the per-sink wrap so SDK callers and any future code path that bypasses the proxy gate pick up the same SSRF defense from ``url_utils.safe_get``. Operators with a legitimate private Vertex base can either allowlist the host via ``litellm.user_url_allowed_hosts`` or disable validation with ``litellm.user_url_validation = False``. Co-Authored-By: Claude Opus 4.7 (1M context) * refactor(auth): hoist url_utils import; derive admin-config field list from CredentialLiteLLMParams /simplify pass: - Move ``from litellm.litellm_core_utils.url_utils import SSRFError, validate_url`` to module top in ``proxy/auth/auth_utils.py``. CLAUDE.md prefers module-level imports unless avoiding a circular dependency, and there's no cycle here (``url_utils`` doesn't depend on ``proxy.auth``). - Replace the hardcoded ``_ADMIN_CONFIG_FIELDS_TO_CLEAR_ON_BASE_OVERRIDE`` literal with ``_admin_config_fields_to_clear_on_base_override()`` that derives the typed-field portion from ``CredentialLiteLLMParams.model_fields``. Adds three fields the hardcoded list missed (``aws_bedrock_runtime_endpoint``, ``watsonx_region_name``, ``region_name``) and stays in sync as new provider fields are declared on the model. The kwargs-only set (``organization``, ``extra_body``, ``azure_ad_token``, ``aws_session_token``, ``aws_sts_endpoint``, ``aws_web_identity_token``, ``aws_role_name``, …) remains explicit since those fields aren't on the typed model. Co-Authored-By: Claude Opus 4.7 (1M context) * fix(auth): close field-echo bypass; gate URL check on toggle; cover async batch path Three issues from review: 1. ``get_dynamic_litellm_params`` used ``if field not in request_kwargs: pop`` to clear admin-set provider config when the caller redirected ``api_base``. A caller could *echo* any clear-list field name (with any value, including an empty string) to skip the pop, leaving the admin's value in ``litellm_params`` to be forwarded to the redirected upstream. Fix: always pop, then write the caller's value back if they resupplied the field. 2. ``check_complete_credentials`` called ``validate_url`` directly. That helper doesn't itself consult ``litellm.user_url_validation``; the toggle is honoured by ``safe_get`` / ``async_safe_get``. Mirror that here so admins who explicitly disabled URL validation aren't blocked at the proxy boundary. 3. ``VertexAIBatchesHandler._async_retrieve_batch`` still used a bare ``await client.get(api_base, ...)`` while the sync sibling was wrapped in ``safe_get``. Wrap the async call in ``async_safe_get`` so SDK callers on the async path get the same DNS-rebind / private / cloud-metadata defenses as the sync path. Tests: - ``TestCheckCompleteCredentialsBlocksSSRF`` is now mock-only; an autouse fixture flips the toggle on, ``validate_url`` is patched in the parametrized blocking tests, and the positive path no longer makes a real DNS call to api.openai.com. - ``test_skips_url_validation_when_toggle_is_off`` documents the new toggle-off behaviour and asserts ``validate_url`` is not called. - ``test_caller_resupplied_value_overrides_admin_value_on_base_override`` replaces the prior test that asserted the buggy preserve-admin-value-on-echo behaviour. - ``test_field_echo_does_not_preserve_admin_value`` is a focused regression test for the empty-string echo vector. Co-Authored-By: Claude Opus 4.7 (1M context) * fix(auth): close provider-confusion credential exfil; expand banned-params; cover OCI Three additions on top of the entry-point URL gate so the cluster is fully closed against caller-supplied ``api_base`` redirection: 1. ``get_llm_provider_logic.py`` matched registered openai-compatible endpoints against ``api_base`` with an unanchored substring search (``if endpoint in api_base:``). A caller could pass an api_base like ``https://attacker.com/api.groq.com/openai/v1`` to coerce the proxy into reading ``GROQ_API_KEY`` from the environment and forwarding it as a Bearer credential to the attacker's host. Replaced with parsed- URL semantics (hostname exact-match plus segment-bounded path-prefix) in a new ``_endpoint_matches_api_base`` helper. 2. ``is_request_body_safe`` rejects ``api_base`` / ``base_url`` / ``user_config`` / a handful of AWS / vertex fields, but the list omitted three other endpoint-targeting fields: * ``aws_bedrock_runtime_endpoint`` — Bedrock endpoint redirect * ``langsmith_base_url`` / ``langfuse_host`` — observability callback hostnames; attacker-controlled values exfiltrate the entire request payload (incl. message content) via the logging hook. Added all three to the blocklist. 3. ``_admin_config_fields_to_clear_on_base_override`` derives its typed- field list from ``CredentialLiteLLMParams.model_fields``, which does not declare any of the OCI provider's auth fields. Added ``oci_signer``, ``oci_user``, ``oci_fingerprint``, ``oci_tenancy``, ``oci_key``, and ``oci_key_file`` to the kwargs-only fixed list so they are cleared on caller-redirected ``api_base`` like the AWS / Azure / Vertex equivalents. Tests: - ``TestEndpointMatchesApiBase`` — direct unit tests on the new matcher: legitimate provider URLs (5 shapes) match; attacker smuggling via path injection, suffix label, prefix label, userinfo ``@`` injection, and path-segment lookalikes (7 shapes) do not. - ``TestGetLlmProviderRejectsAttackerSmuggledApiBase`` — end-to-end invariant that ``GROQ_API_KEY`` is never read against an attacker- controlled host while the legitimate ``api.groq.com`` path still resolves the provider correctly. - ``TestIsRequestBodySafeBlocksEndpointTargetingFields`` — parametrized coverage that each of the three new banned-params raises a clear rejection naming the offending field. Co-Authored-By: Claude Opus 4.7 (1M context) * fix(auth): remove implicit api-key bypass + add posthog/braintrust/slack to blocklist The historical ``check_complete_credentials`` clause inside ``is_request_body_safe`` was a third, *implicit*, *caller-controlled* BYOK path: any caller that supplied a non-empty ``api_key`` caused the entire banned-params blocklist to be skipped. That turned every missing entry on the blocklist into an exploitable SSRF / credential-exfil hole and is the root cause of the chain of api_base advisories that have been re-discovered with each new integration: * GHSA-jh89-88fc-qrfp (critical, triage) — env-var exfil via api_base * GHSA-3frq-6r6h-7j64 (high, triage) — admin org / extra_body leak * veria-admin Dv_m860l, b_yRJeQ5, stN90yjP, LBlyOAc8, U2TD78kg — variations on "list X is missing field Y" Two explicit, admin-controlled BYOK paths already exist and remain: ``general_settings.allow_client_side_credentials = true`` (proxy-wide) and ``configurable_clientside_auth_params: [...]`` per deployment. Removing the implicit bypass converts the failure mode of a missing blocklist entry from "live credential leak" to "predictable 400 with a clear remediation message," which is the structural fix. Also adds the three remaining endpoint-targeting fields the dynamic callback layer reads from request body: ``posthog_host``, ``braintrust_host``, ``slack_webhook_url``. ``slack_webhook_url`` in particular was a direct exfil channel (caller-set webhook → proxy mirrors every request to attacker's Slack). Tests: - ``test_api_key_does_not_bypass_blocklist`` — parametrized regression asserting api_key=anything no longer skips the gate for any of the five highest-risk fields. - ``test_admin_opt_in_proxy_wide_still_allows`` — confirms the documented BYOK opt-in still works. - Extends ``test_endpoint_targeting_field_in_request_body_is_rejected`` to cover posthog / braintrust / slack. Co-Authored-By: Claude Opus 4.7 (1M context) * fix(auth): block sagemaker_base_url, s3_endpoint_url, deployment_url Provider-specific endpoint overrides surfaced by a wider audit of ``optional_params`` consumers in ``litellm/llms/``. Same threat as ``api_base``: a caller-supplied value redirects the outbound request to an attacker host. * ``s3_endpoint_url`` — read in ``litellm/llms/bedrock/files/transformation.py`` to build the S3 upload URL for Bedrock files. Caller redirects file uploads to attacker-controlled S3. * ``sagemaker_base_url`` — read in ``litellm/llms/sagemaker/{chat,completion}/*``. Caller redirects SageMaker traffic. This is the primary vector described in veria-admin mNqEBBtG. * ``deployment_url`` — popped in ``litellm/llms/sap/chat/transformation.py``. Caller redirects SAP deployment requests. Tests parametrize ``test_endpoint_targeting_field_in_request_body_is_rejected`` to cover the three new fields. Co-Authored-By: Claude Opus 4.7 (1M context) --------- Co-authored-by: Claude Opus 4.7 (1M context) --- .../get_llm_provider_logic.py | 40 ++- litellm/llms/vertex_ai/batches/handler.py | 20 +- litellm/proxy/auth/auth_utils.py | 75 ++++- .../clientside_credential_handler.py | 67 ++++ .../test_get_llm_provider_endpoint_match.py | 138 ++++++++ .../proxy/auth/test_auth_utils.py | 304 ++++++++++++++++++ 6 files changed, 629 insertions(+), 15 deletions(-) create mode 100644 tests/test_litellm/litellm_core_utils/test_get_llm_provider_endpoint_match.py diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py index 4ff077efe7..c0ca6835ee 100644 --- a/litellm/litellm_core_utils/get_llm_provider_logic.py +++ b/litellm/litellm_core_utils/get_llm_provider_logic.py @@ -1,4 +1,5 @@ from typing import Optional, Tuple +from urllib.parse import urlparse import litellm from litellm.constants import REPLICATE_MODEL_NAME_WITH_ID_LENGTH @@ -8,6 +9,43 @@ from litellm.secret_managers.main import get_secret, get_secret_str from ..types.router import LiteLLM_Params +def _endpoint_matches_api_base(endpoint: str, api_base: str) -> bool: + """ + Match a registered openai-compatible endpoint against a caller-supplied + ``api_base`` using parsed-URL semantics, not unanchored substring search. + + Both inputs may be a bare hostname (``api.perplexity.ai``), host+path + (``api.deepinfra.com/v1/openai``), or a full URL + (``https://api.cerebras.ai/v1``). Hostnames must match exactly + (case-insensitive); if the registered endpoint has a non-trivial path, + the api_base path must start with it on a segment boundary. + + The naive ``endpoint in api_base`` shape lets a caller pass + ``https://attacker.com/api.groq.com/openai/v1`` to coerce the proxy + into reading the server's GROQ_API_KEY from the environment and + forwarding it to the attacker's host as a Bearer credential. + """ + + def _parse(value: str): + # Ensure urlparse sees a scheme so it populates hostname / path. + normalized = value if "://" in value else f"https://{value}" + return urlparse(normalized) + + parsed_endpoint = _parse(endpoint) + parsed_url = _parse(api_base) + + endpoint_host = (parsed_endpoint.hostname or "").lower() + url_host = (parsed_url.hostname or "").lower() + if not endpoint_host or endpoint_host != url_host: + return False + + endpoint_path = parsed_endpoint.path.rstrip("/") + if not endpoint_path: + return True + url_path = parsed_url.path.rstrip("/") + return url_path == endpoint_path or url_path.startswith(endpoint_path + "/") + + def _is_non_openai_azure_model(model: str) -> bool: try: model_name = model.split("/", 1)[1] @@ -210,7 +248,7 @@ def get_llm_provider( # noqa: PLR0915 # check if api base is a known openai compatible endpoint if api_base: for endpoint in litellm.openai_compatible_endpoints: - if endpoint in api_base: + if _endpoint_matches_api_base(endpoint, api_base): if endpoint == "api.perplexity.ai": custom_llm_provider = "perplexity" dynamic_api_key = get_secret_str("PERPLEXITYAI_API_KEY") diff --git a/litellm/llms/vertex_ai/batches/handler.py b/litellm/llms/vertex_ai/batches/handler.py index 028e02eb0c..7436bfef58 100644 --- a/litellm/llms/vertex_ai/batches/handler.py +++ b/litellm/llms/vertex_ai/batches/handler.py @@ -4,6 +4,7 @@ from typing import Any, Coroutine, Dict, Optional, Union import httpx import litellm +from litellm.litellm_core_utils.url_utils import async_safe_get, safe_get from litellm.llms.custom_httpx.http_handler import ( _get_httpx_client, get_async_httpx_client, @@ -224,8 +225,14 @@ class VertexAIBatchPrediction(VertexLLM): }, ) - response = sync_handler.get( - url=api_base, + # ``api_base`` here can come from caller-supplied request kwargs + # (clientside override). Wrap the fetch in ``safe_get`` so DNS + # rebind / private / cloud-metadata targets are rejected; the + # proxy auth gate already blocks malicious clientside ``api_base`` + # at the boundary — this is defense-in-depth for SDK callers. + response = safe_get( + sync_handler, + api_base, headers=headers, ) @@ -270,8 +277,13 @@ class VertexAIBatchPrediction(VertexLLM): }, ) - response = await client.get( - url=api_base, + # Mirror the sync path: ``api_base`` may come from caller-supplied + # request kwargs, so wrap the fetch in ``async_safe_get`` to reject + # DNS-rebind / private / cloud-metadata targets. Defense-in-depth + # behind the proxy auth gate's clientside ``api_base`` check. + response = await async_safe_get( + client, + api_base, headers=headers, ) if response.status_code != 200: diff --git a/litellm/proxy/auth/auth_utils.py b/litellm/proxy/auth/auth_utils.py index 448c975d12..91c8f2dd7c 100644 --- a/litellm/proxy/auth/auth_utils.py +++ b/litellm/proxy/auth/auth_utils.py @@ -6,9 +6,11 @@ from typing import Any, List, Optional, Tuple from fastapi import HTTPException, Request, status +import litellm from litellm import Router, provider_list from litellm._logging import verbose_proxy_logger from litellm.constants import STANDARD_CUSTOMER_ID_HEADERS +from litellm.litellm_core_utils.url_utils import SSRFError, validate_url from litellm.proxy._types import * from litellm.types.router import CONFIGURABLE_CLIENTSIDE_AUTH_PARAMS @@ -53,6 +55,12 @@ def _check_valid_ip( def check_complete_credentials(request_body: dict) -> bool: """ if 'api_base' in request body. Check if complete credentials given. Prevent malicious attacks. + + Supplying an ``api_key`` is necessary but not sufficient: even with + credentials supplied, an ``api_base`` / ``base_url`` that resolves to a + private/internal/cloud-metadata address would still allow the proxy to + be used as an SSRF pivot. Validate any URL fields here so the gate + can't be bypassed with ``api_key=anything`` plus a malicious target. """ given_model: Optional[str] = None @@ -70,10 +78,27 @@ def check_complete_credentials(request_body: dict) -> bool: return False api_key_value = request_body.get("api_key") - if api_key_value and isinstance(api_key_value, str) and api_key_value.strip(): - return True + if not (api_key_value and isinstance(api_key_value, str) and api_key_value.strip()): + return False - return False + # ``validate_url`` itself doesn't consult the toggle; ``safe_get`` / + # ``async_safe_get`` do. Mirror that here so admins who explicitly + # disabled URL validation (e.g. for an internal Ollama endpoint they + # accept the SSRF risk for) aren't blocked at the proxy boundary. + if getattr(litellm, "user_url_validation", False): + for url_field in ("api_base", "base_url"): + url_value = request_body.get(url_field) + if not url_value or not isinstance(url_value, str): + continue + try: + validate_url(url_value) + except SSRFError as e: + raise ValueError( + f"Rejected request: client-side {url_field}={url_value!r} " + f"is rejected by the SSRF guard ({e})." + ) + + return True def check_regex_or_str_match(request_body_value: Any, regex_str: str) -> bool: @@ -159,15 +184,42 @@ def is_request_body_safe( "aws_web_identity_token", "aws_role_name", "vertex_credentials", + # Endpoint-targeting fields that retarget the outbound request or + # an observability callback. An attacker-controlled value either + # exfiltrates the request payload (incl. messages + admin-set + # tokens) to the attacker's host, or coerces the proxy into + # authenticating against the attacker's host with admin secrets. + "aws_bedrock_runtime_endpoint", + "langsmith_base_url", + "langfuse_host", + "posthog_host", + "braintrust_host", + "slack_webhook_url", + # Provider-specific endpoint overrides that flow into the outbound + # request via ``optional_params``. Same threat as ``api_base``: + # ``s3_endpoint_url`` redirects Bedrock file uploads to attacker + # S3; ``sagemaker_base_url`` redirects all SageMaker traffic; + # ``deployment_url`` redirects SAP deployments. + "s3_endpoint_url", + "sagemaker_base_url", + "deployment_url", ] + # The blocklist is enforced unconditionally. Legitimate clientside + # credential / endpoint passthrough goes through one of the two + # explicit admin opt-ins (``general_settings.allow_client_side_credentials`` + # proxy-wide or ``configurable_clientside_auth_params`` per deployment). + # Historically there was a third, *implicit*, *caller-controlled* path: + # ``check_complete_credentials`` returned True when the caller supplied + # any non-empty ``api_key``, which made the entire blocklist a no-op. + # That bypass turned every missing entry on the blocklist into an + # exploitable SSRF / credential-exfil hole — see GHSA-jh89-88fc-qrfp, + # GHSA-3frq-6r6h-7j64, and the chain of veria-admin findings (Dv_m860l, + # b_yRJeQ5, stN90yjP, LBlyOAc8, U2TD78kg). Removed: the blocklist now + # has a single, predictable failure mode for missing entries (a 400), + # not a credential leak. for param in banned_params: - if ( - param in request_body - and not check_complete_credentials( # allow client-credentials to be passed to proxy - request_body=request_body - ) - ): + if param in request_body: if general_settings.get("allow_client_side_credentials") is True: return True elif ( @@ -182,7 +234,10 @@ def is_request_body_safe( return True raise ValueError( f"Rejected Request: {param} is not allowed in request body. " - "Enable with `general_settings::allow_client_side_credentials` on proxy config.yaml. " + "Clientside passthrough requires explicit admin opt-in via " + "either `general_settings.allow_client_side_credentials = true` " + "(proxy-wide) or `configurable_clientside_auth_params` on the " + "deployment in your proxy config.yaml. " "Relevant Issue: https://huntr.com/bounties/4001e1a2-7b7a-4776-a3ae-e6692ec3d997", ) diff --git a/litellm/router_utils/clientside_credential_handler.py b/litellm/router_utils/clientside_credential_handler.py index c98f614335..45ade81b2d 100644 --- a/litellm/router_utils/clientside_credential_handler.py +++ b/litellm/router_utils/clientside_credential_handler.py @@ -11,9 +11,60 @@ If given, generate a unique model_id for the deployment. Ensures cooldowns are applied correctly. """ +from typing import List + clientside_credential_keys = ["api_key", "api_base", "base_url"] +def _admin_config_fields_to_clear_on_base_override() -> List[str]: + """ + Provider-specific credential / endpoint-targeting fields that must NOT + flow through to a client-redirected upstream. + + Built dynamically from ``CredentialLiteLLMParams.model_fields`` so any + new provider field added there (Bedrock endpoint, Watsonx region, etc.) + is gated automatically — plus a fixed list of kwargs-only fields that + aren't declared on the typed model. + """ + from litellm.types.router import CredentialLiteLLMParams + + typed_fields = [ + f + for f in CredentialLiteLLMParams.model_fields + if f not in clientside_credential_keys + ] + kwargs_only_fields = [ + # Caller-supplied via **kwargs, not declared on CredentialLiteLLMParams. + "organization", + "extra_body", + "extra_headers", + "default_headers", + "api_type", + "azure_ad_token", + "azure_ad_token_provider", + "aws_session_token", + "aws_sts_endpoint", + "aws_web_identity_token", + "aws_role_name", + # OCI provider — consumed by litellm/llms/oci/* via optional_params + # and not declared on CredentialLiteLLMParams. Without these here, + # an admin's OCI signing key / tenancy / fingerprint would flow + # through to an attacker-redirected upstream. + "oci_signer", + "oci_user", + "oci_fingerprint", + "oci_tenancy", + "oci_key", + "oci_key_file", + ] + return typed_fields + kwargs_only_fields + + +_ADMIN_CONFIG_FIELDS_TO_CLEAR_ON_BASE_OVERRIDE = ( + _admin_config_fields_to_clear_on_base_override() +) + + def is_clientside_credential(request_kwargs: dict) -> bool: """ Check if the credential is a clientside credential. @@ -34,4 +85,20 @@ def get_dynamic_litellm_params(litellm_params: dict, request_kwargs: dict) -> di for key in clientside_credential_keys: if key in request_kwargs: litellm_params[key] = request_kwargs[key] + + # If the caller redirected api_base/base_url to a client-controlled value, + # don't forward the admin's organization / extra_body / region / token / + # vertex / aws fields — those were meant for the original upstream. + # Always drop the admin's value first, then write the caller's value back + # if they resupplied the field. The naive + # ``if field not in request_kwargs: pop`` shape lets a caller *echo* a + # field name (with any value, including an empty string) to keep the + # admin's value in ``litellm_params`` and have it forwarded to the + # redirected upstream. + if "api_base" in request_kwargs or "base_url" in request_kwargs: + for field in _ADMIN_CONFIG_FIELDS_TO_CLEAR_ON_BASE_OVERRIDE: + litellm_params.pop(field, None) + if field in request_kwargs: + litellm_params[field] = request_kwargs[field] + return litellm_params diff --git a/tests/test_litellm/litellm_core_utils/test_get_llm_provider_endpoint_match.py b/tests/test_litellm/litellm_core_utils/test_get_llm_provider_endpoint_match.py new file mode 100644 index 0000000000..fc5b39a2fd --- /dev/null +++ b/tests/test_litellm/litellm_core_utils/test_get_llm_provider_endpoint_match.py @@ -0,0 +1,138 @@ +""" +Regression tests for the parsed-URL hostname match used to identify a +caller-supplied ``api_base`` as a known openai-compatible provider. + +The previous shape (``if endpoint in api_base:``) used unanchored +substring search, which let a caller pass +``https://attacker.com/api.groq.com/openai/v1`` and have the proxy +return ``GROQ_API_KEY`` as the dynamic credential — exfiltrating the +server's real provider key to an attacker-controlled host on the +outbound request. +""" + +import os +import sys +from unittest.mock import patch + +import pytest + +sys.path.insert(0, os.path.abspath("../../..")) + +from litellm.litellm_core_utils.get_llm_provider_logic import ( + _endpoint_matches_api_base, + get_llm_provider, +) + + +class TestEndpointMatchesApiBase: + """Direct unit tests on the parsed-URL matcher.""" + + @pytest.mark.parametrize( + "endpoint, api_base", + [ + # Bare hostname endpoint, exact host match. + ("api.perplexity.ai", "https://api.perplexity.ai/v1"), + # Endpoint includes a path; api_base path starts with it. + ("api.groq.com/openai/v1", "https://api.groq.com/openai/v1"), + # Endpoint with full URL scheme. + ("https://api.cerebras.ai/v1", "https://api.cerebras.ai/v1/chat"), + # Trailing-slash on registered endpoint must not break match. + ("https://llm.chutes.ai/v1/", "https://llm.chutes.ai/v1/chat"), + # Case-insensitive on hostname. + ("api.groq.com/openai/v1", "https://API.GROQ.COM/openai/v1"), + ], + ) + def test_legitimate_provider_urls_match(self, endpoint, api_base): + assert _endpoint_matches_api_base(endpoint, api_base) is True + + @pytest.mark.parametrize( + "endpoint, api_base", + [ + # Attacker host, registered endpoint smuggled into path. + ( + "api.groq.com/openai/v1", + "https://attacker.com/api.groq.com/openai/v1", + ), + # Attacker host, registered endpoint smuggled into a path segment. + ( + "api.groq.com/openai/v1", + "https://attacker.com/foo/api.groq.com/openai/v1", + ), + # Lookalike host that contains the registered host as a suffix label. + ( + "api.groq.com/openai/v1", + "https://api.groq.com.attacker.com/openai/v1", + ), + # Lookalike host with the registered host as a prefix. + ( + "api.groq.com/openai/v1", + "https://api.groq.com.evil.example/openai/v1", + ), + # Right host, wrong path — endpoint requires ``/openai/v1`` prefix. + ("api.groq.com/openai/v1", "https://api.groq.com/v1"), + # Path-segment lookalike: ``/openai/v10`` must not match ``/openai/v1``. + ("api.groq.com/openai/v1", "https://api.groq.com/openai/v10"), + # Userinfo / @-injection trick — the ``hostname`` after ``@`` is + # what httpx connects to. + ( + "api.groq.com/openai/v1", + "https://api.groq.com@attacker.com/openai/v1", + ), + ], + ) + def test_attacker_smuggling_does_not_match(self, endpoint, api_base): + assert _endpoint_matches_api_base(endpoint, api_base) is False + + +class TestGetLlmProviderRejectsAttackerSmuggledApiBase: + """ + End-to-end: ``get_llm_provider`` must NOT return the server's stored + secret (e.g. ``GROQ_API_KEY``) for an api_base whose hostname is + attacker-controlled, even when the registered endpoint string appears + elsewhere in the URL. + """ + + def test_attacker_host_does_not_yield_groq_secret(self): + # The function may either fall through (different provider) or + # raise BadRequestError because the model can't be identified. + # The invariant under test is that ``GROQ_API_KEY`` is never + # looked up against an attacker-controlled hostname. + import litellm + + with patch( + "litellm.litellm_core_utils.get_llm_provider_logic.get_secret_str", + return_value="server-real-groq-key", + ) as mocked_secret: + try: + _, _, dynamic_api_key, _ = get_llm_provider( + model="some-model", + api_base="https://attacker.com/api.groq.com/openai/v1", + ) + # If it returned, the dynamic key must not be the secret. + assert dynamic_api_key != "server-real-groq-key" + except litellm.exceptions.BadRequestError: + # Acceptable outcome: provider unidentifiable, no secret + # was returned. + pass + + # Regardless of return / raise, the secret must never have been + # read against this attacker-controlled api_base. + groq_lookups = [ + call + for call in mocked_secret.call_args_list + if call.args and call.args[0] == "GROQ_API_KEY" + ] + assert groq_lookups == [] + + def test_legitimate_groq_api_base_still_resolves(self): + with patch( + "litellm.litellm_core_utils.get_llm_provider_logic.get_secret_str", + return_value="server-real-groq-key", + ): + _, provider, dynamic_api_key, _ = get_llm_provider( + model="some-model", + api_base="https://api.groq.com/openai/v1", + ) + + assert provider == "groq" + assert dynamic_api_key == "server-real-groq-key" diff --git a/tests/test_litellm/proxy/auth/test_auth_utils.py b/tests/test_litellm/proxy/auth/test_auth_utils.py index 15cfc84c23..91f300b88c 100644 --- a/tests/test_litellm/proxy/auth/test_auth_utils.py +++ b/tests/test_litellm/proxy/auth/test_auth_utils.py @@ -5,6 +5,8 @@ Unit tests for auth_utils functions related to rate limiting and customer ID ext from typing import Optional from unittest.mock import MagicMock, patch +import pytest + from litellm.proxy._types import UserAPIKeyAuth from litellm.proxy.auth.auth_utils import ( _get_customer_id_from_standard_headers, @@ -15,6 +17,7 @@ from litellm.proxy.auth.auth_utils import ( get_key_model_tpm_limit, get_project_model_rpm_limit, get_project_model_tpm_limit, + is_request_body_safe, ) @@ -660,3 +663,304 @@ class TestCheckCompleteCredentials: def test_returns_true_when_api_key_is_valid(self): result = check_complete_credentials({"model": "gpt-4", "api_key": "sk-valid"}) assert result is True + + +class TestCheckCompleteCredentialsBlocksSSRF: + """ + Even with credentials supplied, ``api_base`` / ``base_url`` must not + point at private / internal / cloud-metadata addresses. Without this + the gate accepts ``api_key=anything`` plus a malicious target and the + proxy is used as an SSRF pivot. + + The check only runs when ``litellm.user_url_validation`` is True, so + every test in this class flips the toggle. Tests stay mock-only — no + real DNS is performed. + """ + + @pytest.fixture(autouse=True) + def _enable_url_validation(self, monkeypatch): + import litellm + + monkeypatch.setattr(litellm, "user_url_validation", True, raising=False) + + @pytest.mark.parametrize( + "url_field", + ["api_base", "base_url"], + ) + @pytest.mark.parametrize( + "blocked_url", + [ + "http://169.254.169.254/latest/meta-data/iam/security-credentials/", + "http://metadata.google.internal/computeMetadata/v1/", + "http://127.0.0.1:8080/admin", + "http://10.0.0.1/", + "http://192.168.1.1/", + ], + ) + def test_rejects_private_or_metadata_targets(self, url_field, blocked_url): + from litellm.litellm_core_utils.url_utils import SSRFError + + with patch( + "litellm.proxy.auth.auth_utils.validate_url", + side_effect=SSRFError(f"blocked: {blocked_url}"), + ): + with pytest.raises(ValueError) as exc_info: + check_complete_credentials( + { + "model": "gpt-4", + "api_key": "sk-some-clientside-key", + url_field: blocked_url, + } + ) + assert url_field in str(exc_info.value) + assert "SSRF" in str(exc_info.value) + + def test_allows_public_target_when_validate_url_passes(self): + # ``validate_url`` is mocked so no real DNS is performed. + with patch( + "litellm.proxy.auth.auth_utils.validate_url", + return_value=("https://api.openai.com/v1", "api.openai.com"), + ): + result = check_complete_credentials( + { + "model": "gpt-4", + "api_key": "sk-some-clientside-key", + "api_base": "https://api.openai.com/v1", + } + ) + assert result is True + + def test_skips_url_validation_when_toggle_is_off(self, monkeypatch): + # Admins who disable ``user_url_validation`` (default) should not + # have requests rejected at the proxy boundary even if the URL + # would fail the SSRF guard. + import litellm + + monkeypatch.setattr(litellm, "user_url_validation", False, raising=False) + with patch( + "litellm.proxy.auth.auth_utils.validate_url", + ) as mocked: + result = check_complete_credentials( + { + "model": "gpt-4", + "api_key": "sk-some-clientside-key", + "api_base": "http://127.0.0.1:8080/admin", + } + ) + assert result is True + mocked.assert_not_called() + + +class TestGetDynamicLitellmParamsClearsAdminConfigOnBaseOverride: + """ + When the caller redirects ``api_base`` / ``base_url`` to their own + server, admin-set fields like ``OpenAI-Organization``, ``extra_body``, + AWS / Vertex / Azure tokens, and per-deployment ``api_version`` must + NOT flow through to that destination. + """ + + def test_clears_admin_organization_and_extra_body_on_base_override(self): + from litellm.router_utils.clientside_credential_handler import ( + get_dynamic_litellm_params, + ) + + admin_params = { + "model": "gpt-4", + "api_key": "sk-admin-key", + "api_base": "https://admin.upstream/v1", + "organization": "org-admin-corp", + "extra_body": {"x-admin-secret": "super-secret"}, + "api_version": "2026-04-01", + } + out = get_dynamic_litellm_params( + litellm_params=dict(admin_params), + request_kwargs={ + "api_key": "sk-attacker", + "api_base": "https://attacker.example", + }, + ) + assert out["api_base"] == "https://attacker.example" + assert out["api_key"] == "sk-attacker" + assert "organization" not in out + assert "extra_body" not in out + assert "api_version" not in out + + def test_clears_aws_and_vertex_secrets_on_base_override(self): + from litellm.router_utils.clientside_credential_handler import ( + get_dynamic_litellm_params, + ) + + admin_params = { + "model": "bedrock/claude-3", + "aws_access_key_id": "AKIA-EXAMPLE", + "aws_secret_access_key": "secret-example", + "aws_session_token": "session-example", + "vertex_credentials": '{"private_key":"-----BEGIN..."}', + "vertex_project": "admin-gcp-project", + } + out = get_dynamic_litellm_params( + litellm_params=dict(admin_params), + request_kwargs={"base_url": "https://attacker.example"}, + ) + assert "aws_access_key_id" not in out + assert "aws_secret_access_key" not in out + assert "aws_session_token" not in out + assert "vertex_credentials" not in out + assert "vertex_project" not in out + + def test_caller_resupplied_value_overrides_admin_value_on_base_override(self): + # When the caller redirects ``api_base`` and *also* supplies their + # own value for one of the admin fields (e.g. ``organization``), + # the caller's value must win — never the admin's. The naive + # ``if field not in request_kwargs: pop`` shape lets a caller echo + # the field name with any value (or empty string) to keep the + # admin's value forwarded, which is the exfiltration vector this + # test guards against. + from litellm.router_utils.clientside_credential_handler import ( + get_dynamic_litellm_params, + ) + + out = get_dynamic_litellm_params( + litellm_params={ + "api_base": "https://admin.upstream/v1", + "organization": "org-admin", + "extra_body": {"admin": "value"}, + }, + request_kwargs={ + "api_base": "https://attacker.example", + "organization": "org-attacker", + "extra_body": {"attacker": "value"}, + }, + ) + assert out["organization"] == "org-attacker" + assert out["extra_body"] == {"attacker": "value"} + + def test_field_echo_does_not_preserve_admin_value(self): + # Regression: a caller that echoes an admin-config field name with + # an *empty* value (or any value) must not be able to keep the + # admin's value in ``litellm_params``. + from litellm.router_utils.clientside_credential_handler import ( + get_dynamic_litellm_params, + ) + + out = get_dynamic_litellm_params( + litellm_params={ + "api_base": "https://admin.upstream/v1", + "organization": "org-admin-secret", + "extra_body": {"x-admin-only": "secret"}, + }, + request_kwargs={ + "api_base": "https://attacker.example", + "organization": "", + "extra_body": "", + }, + ) + assert out["organization"] == "" + assert out["extra_body"] == "" + assert "org-admin-secret" not in str(out) + + def test_no_clearing_when_only_api_key_overridden(self): + from litellm.router_utils.clientside_credential_handler import ( + get_dynamic_litellm_params, + ) + + # Caller only overrides api_key (BYOK pattern); admin's organization / + # extra_body / region still apply because the destination is unchanged. + out = get_dynamic_litellm_params( + litellm_params={ + "api_base": "https://admin.upstream/v1", + "organization": "org-admin", + "api_version": "2026-04-01", + }, + request_kwargs={"api_key": "sk-byok"}, + ) + assert out["organization"] == "org-admin" + assert out["api_version"] == "2026-04-01" + assert out["api_base"] == "https://admin.upstream/v1" + + +class TestIsRequestBodySafeBlocksEndpointTargetingFields: + """ + ``is_request_body_safe`` rejects request-body fields that retarget the + outbound request to a caller-controlled host. Beyond the original + ``api_base`` / ``base_url``, the same protection must apply to: + + * ``aws_bedrock_runtime_endpoint`` — Bedrock endpoint redirect; an + attacker-controlled value coerces the proxy to authenticate against + their host with the admin's AWS creds. + * ``langsmith_base_url`` — Langsmith callback host; attacker-controlled + values exfiltrate the entire request payload (incl. message content) + via the observability hook. + * ``langfuse_host`` — same exfil vector via the Langfuse hook. + """ + + @pytest.fixture(autouse=True) + def _disable_url_validation(self, monkeypatch): + # The new banned-params entries should be rejected even when + # ``user_url_validation`` is off — the gate isn't the URL guard, + # it's the banned-params list. + import litellm + + monkeypatch.setattr(litellm, "user_url_validation", False, raising=False) + + @pytest.mark.parametrize( + "field", + [ + "aws_bedrock_runtime_endpoint", + "langsmith_base_url", + "langfuse_host", + "posthog_host", + "braintrust_host", + "slack_webhook_url", + "s3_endpoint_url", + "sagemaker_base_url", + "deployment_url", + ], + ) + def test_endpoint_targeting_field_in_request_body_is_rejected(self, field): + with pytest.raises(ValueError) as exc: + is_request_body_safe( + request_body={"model": "gpt-4", field: "https://attacker.example"}, + general_settings={}, + llm_router=None, + model="gpt-4", + ) + # The function lists the offending param name in the error. + assert field in str(exc.value) + + @pytest.mark.parametrize( + "field", + ["api_base", "base_url", "user_config", "langfuse_host", "slack_webhook_url"], + ) + def test_api_key_does_not_bypass_blocklist(self, field): + # Regression: the historical ``check_complete_credentials`` clause + # made the entire blocklist a no-op for any caller that supplied + # a non-empty ``api_key``. That bypass turned every missing entry + # on the blocklist into an SSRF / credential-exfil hole. Verify + # that supplying an api_key (alongside the banned param) does NOT + # bypass the gate — it can only be opened by an admin opt-in. + with pytest.raises(ValueError) as exc: + is_request_body_safe( + request_body={ + "model": "gpt-4", + "api_key": "sk-anything", + field: "https://attacker.example", + }, + general_settings={}, + llm_router=None, + model="gpt-4", + ) + assert field in str(exc.value) + + def test_admin_opt_in_proxy_wide_still_allows(self): + # ``general_settings.allow_client_side_credentials = True`` remains + # the documented proxy-wide BYOK opt-in. + assert ( + is_request_body_safe( + request_body={"model": "gpt-4", "api_base": "https://my-byok.example"}, + general_settings={"allow_client_side_credentials": True}, + llm_router=None, + model="gpt-4", + ) + is True + ) From 8af0544ef0276ea273b4b48b406576f11be4bb2b Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Wed, 29 Apr 2026 18:26:36 -0700 Subject: [PATCH 67/80] chore(mcp): tighten OAuth root endpoint resolution --- .../mcp_server/discoverable_endpoints.py | 37 ++- .../mcp_server/test_discoverable_endpoints.py | 264 +++++++++++++++++- 2 files changed, 285 insertions(+), 16 deletions(-) diff --git a/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py b/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py index 13b19aa2d6..cebd224a1a 100644 --- a/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py +++ b/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py @@ -131,6 +131,22 @@ def decode_state_hash(encrypted_state: str) -> dict: return state_data +def _get_validated_client_redirect_uri(state_data: Dict[str, Any]) -> str: + """Return a loopback client redirect URI from OAuth state.""" + redirect_uri = state_data.get("client_redirect_uri") or state_data.get("base_url") + if not redirect_uri or not isinstance(redirect_uri, str): + raise HTTPException(status_code=400, detail="Invalid redirect URI") + validate_loopback_redirect_uri(redirect_uri) + return redirect_uri + + +def _append_query_params(url: str, params: Dict[str, str]) -> str: + parsed = urlparse(url) + query_params = parse_qsl(parsed.query, keep_blank_values=True) + query_params.extend(params.items()) + return urlunparse(parsed._replace(query=urlencode(query_params))) + + def _resolve_oauth2_server_for_root_endpoints( client_ip: Optional[str] = None, ) -> Optional[MCPServer]: @@ -568,7 +584,7 @@ async def authorize( else None ) if mcp_server is None and mcp_server_name is None: - mcp_server = _resolve_oauth2_server_for_root_endpoints() + mcp_server = _resolve_oauth2_server_for_root_endpoints(client_ip=client_ip) if mcp_server is None: raise HTTPException(status_code=404, detail="MCP server not found") # Use server's stored client_id when caller doesn't supply one. @@ -630,7 +646,7 @@ async def token_endpoint( lookup_name, client_ip=client_ip ) if mcp_server is None and mcp_server_name is None: - mcp_server = _resolve_oauth2_server_for_root_endpoints() + mcp_server = _resolve_oauth2_server_for_root_endpoints(client_ip=client_ip) if mcp_server is None: raise HTTPException(status_code=404, detail="MCP server not found") return await exchange_token_with_server( @@ -651,7 +667,6 @@ async def token_endpoint( async def callback(code: str, state: str): try: state_data = decode_state_hash(state) - base_url = state_data["base_url"] original_state = state_data["original_state"] # Re-validate loopback at the sink. /authorize rejects non-loopback @@ -659,10 +674,10 @@ async def callback(code: str, state: str): # minted before that check was added have no expiry and remain # valid indefinitely. Validating here blocks the open-redirect + # code-theft primitive even for pre-fix states. - validate_loopback_redirect_uri(base_url) + redirect_uri = _get_validated_client_redirect_uri(state_data) params = {"code": code, "state": original_state} - complete_returned_url = f"{base_url}?{urlencode(params)}" + complete_returned_url = _append_query_params(redirect_uri, params) return RedirectResponse(url=complete_returned_url, status_code=302) except HTTPException: @@ -719,16 +734,16 @@ def _build_oauth_protected_resource_response( ) request_base_url = get_request_base_url(request) + client_ip = IPAddressUtils.get_mcp_client_ip(request) # When no server name provided, try to resolve the single OAuth2 server if mcp_server_name is None: - resolved = _resolve_oauth2_server_for_root_endpoints() + resolved = _resolve_oauth2_server_for_root_endpoints(client_ip=client_ip) if resolved: mcp_server_name = resolved.server_name or resolved.name mcp_server: Optional[MCPServer] = None if mcp_server_name: - client_ip = IPAddressUtils.get_mcp_client_ip(request) mcp_server = global_mcp_server_manager.get_mcp_server_by_name( mcp_server_name, client_ip=client_ip ) @@ -835,10 +850,11 @@ def _build_oauth_authorization_server_response( ) request_base_url = get_request_base_url(request) + client_ip = IPAddressUtils.get_mcp_client_ip(request) # When no server name provided, try to resolve the single OAuth2 server if mcp_server_name is None: - resolved = _resolve_oauth2_server_for_root_endpoints() + resolved = _resolve_oauth2_server_for_root_endpoints(client_ip=client_ip) if resolved: mcp_server_name = resolved.server_name or resolved.name @@ -855,7 +871,6 @@ def _build_oauth_authorization_server_response( mcp_server: Optional[MCPServer] = None if mcp_server_name: - client_ip = IPAddressUtils.get_mcp_client_ip(request) mcp_server = global_mcp_server_manager.get_mcp_server_by_name( mcp_server_name, client_ip=client_ip ) @@ -1007,8 +1022,9 @@ async def register_client(request: Request, mcp_server_name: Optional[str] = Non "client_secret": "dummy", "redirect_uris": [f"{request_base_url}/callback"], } + client_ip = IPAddressUtils.get_mcp_client_ip(request) if not mcp_server_name: - resolved = _resolve_oauth2_server_for_root_endpoints() + resolved = _resolve_oauth2_server_for_root_endpoints(client_ip=client_ip) if resolved: return await register_client_with_server( request=request, @@ -1021,7 +1037,6 @@ async def register_client(request: Request, mcp_server_name: Optional[str] = Non ) return dummy_return - client_ip = IPAddressUtils.get_mcp_client_ip(request) mcp_server = global_mcp_server_manager.get_mcp_server_by_name( mcp_server_name, client_ip=client_ip ) diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py index ae3c16ce8b..558c677d2d 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py @@ -230,7 +230,6 @@ async def test_authorize_endpoint_forwards_pkce_parameters(): async def test_token_endpoint_forwards_code_verifier(): """Test that token endpoint forwards code_verifier for PKCE flow""" try: - import httpx from fastapi import Request from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( @@ -632,8 +631,7 @@ async def test_token_endpoint_respects_x_forwarded_proto(): ) as mock_get_client: mock_get_client.return_value = mock_async_client - # Call token endpoint - response = await token_endpoint( + await token_endpoint( request=mock_request, grant_type="authorization_code", code="test_code", @@ -933,8 +931,7 @@ async def test_token_endpoint_respects_x_forwarded_host(): ) as mock_get_client: mock_get_client.return_value = mock_async_client - # Call token endpoint - response = await token_endpoint( + await token_endpoint( request=mock_request, grant_type="authorization_code", code="test_code", @@ -1240,6 +1237,7 @@ def _create_oauth2_server( alias="test_oauth", client_id="test_client_id", client_secret="test_client_secret", + available_on_public_internet=True, ): """Helper to create a mock OAuth2 MCPServer.""" from litellm.proxy._types import MCPTransport @@ -1258,6 +1256,7 @@ def _create_oauth2_server( authorization_url="https://provider.com/oauth/authorize", token_url="https://provider.com/oauth/token", scopes=["read", "write"], + available_on_public_internet=available_on_public_internet, ) @@ -1352,6 +1351,47 @@ async def test_authorize_root_fails_with_multiple_oauth2_servers(): global_mcp_server_manager.registry.clear() +@pytest.mark.asyncio +async def test_authorize_root_does_not_resolve_private_server_for_external_client(): + """Root /authorize must not auto-select an MCP server hidden from the caller IP.""" + try: + from fastapi import Request + + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + authorize, + ) + from litellm.proxy._experimental.mcp_server.mcp_server_manager import ( + global_mcp_server_manager, + ) + except ImportError: + pytest.skip("MCP discoverable endpoints not available") + + global_mcp_server_manager.registry.clear() + oauth2_server = _create_oauth2_server(available_on_public_internet=False) + global_mcp_server_manager.registry[oauth2_server.server_id] = oauth2_server + + mock_request = MagicMock(spec=Request) + mock_request.base_url = "https://llm.example.com/" + mock_request.headers = {} + + try: + with patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.IPAddressUtils.get_mcp_client_ip", + return_value="198.51.100.10", + ): + with pytest.raises(HTTPException) as exc_info: + await authorize( + request=mock_request, + client_id="dummy_client", + mcp_server_name=None, + redirect_uri="http://localhost:62646/callback", + state="test_state", + ) + assert exc_info.value.status_code == 404 + finally: + global_mcp_server_manager.registry.clear() + + @pytest.mark.asyncio async def test_token_root_resolves_single_oauth2_server(): """When /token is hit without server name and exactly 1 OAuth2 server exists, resolve it.""" @@ -1417,6 +1457,50 @@ async def test_token_root_resolves_single_oauth2_server(): global_mcp_server_manager.registry.clear() +@pytest.mark.asyncio +async def test_token_root_does_not_resolve_private_server_for_external_client(): + """Root /token must not exchange codes for a hidden MCP server.""" + try: + from fastapi import Request + + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + token_endpoint, + ) + from litellm.proxy._experimental.mcp_server.mcp_server_manager import ( + global_mcp_server_manager, + ) + except ImportError: + pytest.skip("MCP discoverable endpoints not available") + + global_mcp_server_manager.registry.clear() + oauth2_server = _create_oauth2_server(available_on_public_internet=False) + global_mcp_server_manager.registry[oauth2_server.server_id] = oauth2_server + + mock_request = MagicMock(spec=Request) + mock_request.base_url = "https://llm.example.com/" + mock_request.headers = {} + + try: + with patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.IPAddressUtils.get_mcp_client_ip", + return_value="198.51.100.10", + ): + with pytest.raises(HTTPException) as exc_info: + await token_endpoint( + request=mock_request, + grant_type="authorization_code", + code="test_auth_code", + redirect_uri="http://localhost:62646/callback", + client_id="dummy_client", + mcp_server_name=None, + client_secret=None, + code_verifier="test_verifier", + ) + assert exc_info.value.status_code == 404 + finally: + global_mcp_server_manager.registry.clear() + + @pytest.mark.asyncio async def test_register_root_resolves_single_oauth2_server(): """When /register is hit without server name and exactly 1 OAuth2 server exists, resolve it.""" @@ -1454,6 +1538,48 @@ async def test_register_root_resolves_single_oauth2_server(): global_mcp_server_manager.registry.clear() +@pytest.mark.asyncio +async def test_register_root_does_not_resolve_private_server_for_external_client(): + """Root /register must not reveal or use a hidden MCP server.""" + try: + from fastapi import Request + + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + register_client, + ) + from litellm.proxy._experimental.mcp_server.mcp_server_manager import ( + global_mcp_server_manager, + ) + except ImportError: + pytest.skip("MCP discoverable endpoints not available") + + global_mcp_server_manager.registry.clear() + oauth2_server = _create_oauth2_server(available_on_public_internet=False) + global_mcp_server_manager.registry[oauth2_server.server_id] = oauth2_server + + mock_request = MagicMock(spec=Request) + mock_request.base_url = "https://llm.example.com/" + mock_request.headers = {} + + try: + with ( + patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints._read_request_body", + new=AsyncMock(return_value={}), + ), + patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.IPAddressUtils.get_mcp_client_ip", + return_value="198.51.100.10", + ), + ): + result = await register_client(request=mock_request, mcp_server_name=None) + + assert result["client_id"] == "dummy_client" + assert result["redirect_uris"] == ["https://llm.example.com/callback"] + finally: + global_mcp_server_manager.registry.clear() + + @pytest.mark.asyncio async def test_discovery_root_includes_server_name_prefix(): """When root discovery is hit and exactly 1 OAuth2 server exists, include server name in URLs.""" @@ -1493,6 +1619,54 @@ async def test_discovery_root_includes_server_name_prefix(): global_mcp_server_manager.registry.clear() +@pytest.mark.asyncio +async def test_discovery_root_does_not_expose_private_server_for_external_client(): + """Root discovery must use caller visibility before adding server-specific metadata.""" + try: + from fastapi import Request + + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + _build_oauth_authorization_server_response, + _build_oauth_protected_resource_response, + ) + from litellm.proxy._experimental.mcp_server.mcp_server_manager import ( + global_mcp_server_manager, + ) + except ImportError: + pytest.skip("MCP discoverable endpoints not available") + + global_mcp_server_manager.registry.clear() + oauth2_server = _create_oauth2_server(available_on_public_internet=False) + global_mcp_server_manager.registry[oauth2_server.server_id] = oauth2_server + + mock_request = MagicMock(spec=Request) + mock_request.base_url = "https://llm.example.com/" + mock_request.headers = {} + + try: + with patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.IPAddressUtils.get_mcp_client_ip", + return_value="198.51.100.10", + ): + authorization_response = _build_oauth_authorization_server_response( + request=mock_request, + mcp_server_name=None, + ) + resource_response = _build_oauth_protected_resource_response( + request=mock_request, + mcp_server_name=None, + use_standard_pattern=False, + ) + + assert "/test_oauth/" not in authorization_response["authorization_endpoint"] + assert "/test_oauth/" not in authorization_response["token_endpoint"] + assert authorization_response["scopes_supported"] == [] + assert resource_response["authorization_servers"] == ["https://llm.example.com"] + assert resource_response["scopes_supported"] == [] + finally: + global_mcp_server_manager.registry.clear() + + @pytest.mark.asyncio async def test_oauth_callback_redirects_with_state(): """Test OAuth callback endpoint properly decodes state and redirects to client callback URL.""" @@ -1536,6 +1710,44 @@ async def test_oauth_callback_redirects_with_state(): mock_decode.assert_called_once_with("encrypted_state_value") +@pytest.mark.asyncio +async def test_oauth_callback_preserves_client_redirect_uri_query(): + """The callback should append code/state without dropping a client's existing query.""" + try: + from urllib.parse import parse_qs, urlparse + + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + callback, + ) + except ImportError: + pytest.skip("MCP discoverable endpoints not available") + + with patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.decode_state_hash" + ) as mock_decode: + mock_decode.return_value = { + "base_url": "http://localhost:3000/ui/mcp/oauth/callback", + "original_state": "test-uuid-state-123", + "code_challenge": "test_challenge", + "code_challenge_method": "S256", + "client_redirect_uri": ( + "http://localhost:3000/ui/mcp/oauth/callback?session=abc" + ), + } + + response = await callback( + code="test_authorization_code_12345", + state="encrypted_state_value", + ) + + assert response.status_code == 302 + parsed_location = urlparse(response.headers["location"]) + query_params = parse_qs(parsed_location.query) + assert query_params["session"] == ["abc"] + assert query_params["code"] == ["test_authorization_code_12345"] + assert query_params["state"] == ["test-uuid-state-123"] + + @pytest.mark.asyncio async def test_oauth_callback_handles_invalid_state(): """Test OAuth callback returns error page when state decryption fails.""" @@ -1948,6 +2160,48 @@ async def test_callback_revalidates_loopback_on_decoded_base_url(): assert exc_info.value.status_code == 400 +@pytest.mark.asyncio +async def test_callback_revalidates_loopback_on_decoded_client_redirect_uri(): + """If a state contains a full client_redirect_uri, validate that exact sink.""" + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + callback, + ) + + with patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.decode_state_hash" + ) as mock_decode: + mock_decode.return_value = { + "base_url": "http://localhost:3000/cb", + "original_state": "s", + "code_challenge": None, + "code_challenge_method": None, + "client_redirect_uri": "https://attacker.example.com/cb", + } + with pytest.raises(HTTPException) as exc_info: + await callback(code="stolen_code", state="encrypted_stale_state") + assert exc_info.value.status_code == 400 + + +@pytest.mark.asyncio +async def test_callback_rejects_state_missing_redirect_uri(): + """Malformed state without a redirect target should fail with a structured 400.""" + from litellm.proxy._experimental.mcp_server.discoverable_endpoints import ( + callback, + ) + + with patch( + "litellm.proxy._experimental.mcp_server.discoverable_endpoints.decode_state_hash" + ) as mock_decode: + mock_decode.return_value = { + "original_state": "s", + "code_challenge": None, + "code_challenge_method": None, + } + with pytest.raises(HTTPException) as exc_info: + await callback(code="code", state="encrypted_malformed_state") + assert exc_info.value.status_code == 400 + + @pytest.mark.asyncio async def test_token_endpoint_sets_no_store_cache_control(): """RFC 6749 §5.1 / OAuth 2.1 draft-15 §4.1.3: the token response From 8205e248a6bc42cefa34fa5b221c7ad3862e0fcd Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Wed, 29 Apr 2026 18:49:25 -0700 Subject: [PATCH 68/80] chore(auth): harden invite-link onboarding token flow --- .../out/{404.html => 404/index.html} | 2 +- .../_experimental/out/__next.__PAGE__.txt | 18 +- .../proxy/_experimental/out/__next._full.txt | 32 +- .../proxy/_experimental/out/__next._head.txt | 2 +- .../proxy/_experimental/out/__next._index.txt | 2 +- .../proxy/_experimental/out/__next._tree.txt | 2 +- .../UIdFKtHaivRa_o9QIFE3_/_buildManifest.js | 16 + .../_clientMiddlewareManifest.json | 1 + .../UIdFKtHaivRa_o9QIFE3_/_ssgManifest.js | 1 + .../_next/static/chunks/0fa4668d6cf24773.js | 8 + .../_next/static/chunks/1189e4151a93f058.js | 10 + .../_next/static/chunks/18a5548f64cd2f73.js | 84 ++++ 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ts=((a={}).DB="db",a.CONFIG="config",a);e.s(["default",0,({guardrailsList:e,isLoading:t,onDeleteClick:a,accessToken:r,onGuardrailUpdated:i,isAdmin:s=!1,onGuardrailClick:n})=>{let[o,d]=(0,m.useState)([{id:"created_at",desc:!0}]),[c,u]=(0,m.useState)(!1),[p,g]=(0,m.useState)(null),x=e=>e?new Date(e).toLocaleString():"-",h=[{header:"Guardrail ID",accessorKey:"guardrail_id",cell:e=>(0,l.jsx)(ej.Tooltip,{title:String(e.getValue()||""),children:(0,l.jsx)(e4.Button,{size:"xs",variant:"light",className:"font-mono text-blue-500 bg-blue-50 hover:bg-blue-100 text-xs font-normal px-2 py-0.5 text-left overflow-hidden truncate max-w-[200px]",onClick:()=>e.getValue()&&n(e.getValue()),children:e.getValue()?`${String(e.getValue()).slice(0,7)}...`:""})})},{header:"Name",accessorKey:"guardrail_name",cell:({row:e})=>{let t=e.original;return(0,l.jsx)(ej.Tooltip,{title:t.guardrail_name,children:(0,l.jsx)("span",{className:"text-xs 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-LiteLLM Dashboard
Loading...
\ No newline at end of file +LiteLLM Dashboard
Loading...
\ No newline at end of file diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 870ea78f17..63968a043a 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -91,6 +91,7 @@ from litellm.proxy._types import ( TeamDefaultSettings, TokenCountRequest, TransformRequestBody, + UI_TEAM_ID, UserAPIKeyAuth, ) from litellm.proxy.common_utils.callback_utils import ( @@ -12029,7 +12030,7 @@ async def onboarding(invite_link: str, request: Request): """ - Get the invite link - Validate it's still 'valid' - - Invalidate the link (prevents abuse) + - Return a short-lived onboarding token - Get user from db - Pass in user_email if set """ @@ -12067,7 +12068,7 @@ async def onboarding(invite_link: str, request: Request): ) #### CHECK IF ALREADY USED - if invite_obj.is_accepted is True: + if invite_obj.is_accepted is True or invite_obj.accepted_at is not None: raise HTTPException( status_code=401, detail={"error": "Invitation link has already been used."}, @@ -12083,24 +12084,6 @@ async def onboarding(invite_link: str, request: Request): status_code=401, detail={"error": "User does not exist in db."} ) - user_email = user_obj.user_email - - response = await generate_key_helper_fn( - request_type="key", - **{ - "user_role": user_obj.user_role, - "duration": LITELLM_UI_SESSION_DURATION, - "key_max_budget": litellm.max_ui_session_budget, - "models": [], - "aliases": {}, - "config": {}, - "spend": 0, - "user_id": user_obj.user_id, - "team_id": "litellm-dashboard", - }, # type: ignore - ) - key = response["token"] # type: ignore - litellm_dashboard_ui = get_custom_url(str(request.base_url)) if litellm_dashboard_ui.endswith("/"): litellm_dashboard_ui += "ui/onboarding" @@ -12108,13 +12091,24 @@ async def onboarding(invite_link: str, request: Request): litellm_dashboard_ui += "/ui/onboarding" import jwt + user_email = user_obj.user_email + onboarding_token = jwt.encode( # type: ignore + { + "token_type": "litellm_onboarding", + "invitation_link": invite_link, + "user_id": user_obj.user_id, + "exp": litellm.utils.get_utc_datetime() + timedelta(minutes=15), + }, + master_key, + algorithm="HS256", + ) disabled_non_admin_personal_key_creation = ( get_disabled_non_admin_personal_key_creation() ) returned_ui_token_object = ReturnedUITokenObject( user_id=user_obj.user_id, - key=key, + key=onboarding_token, user_email=user_obj.user_email, user_role=user_obj.user_role, login_method="username_password", @@ -12139,8 +12133,45 @@ async def onboarding(invite_link: str, request: Request): } +def _get_onboarding_claims_from_request(request: Request) -> dict: + global master_key, general_settings + + if master_key is None: + raise ProxyException( + message="Master Key not set for Proxy. Please set Master Key to use Admin UI. Set `LITELLM_MASTER_KEY` in .env or set general_settings:master_key in config.yaml. https://docs.litellm.ai/docs/proxy/virtual_keys. If set, use `--detailed_debug` to debug issue.", + type=ProxyErrorTypes.auth_error, + param="master_key", + code=status.HTTP_500_INTERNAL_SERVER_ERROR, + ) + + auth_header_name = general_settings.get("litellm_key_header_name", "Authorization") + onboarding_auth_header = request.headers.get(auth_header_name) + if onboarding_auth_header is None: + raise HTTPException( + status_code=401, + detail={"error": "Missing onboarding session for invitation link."}, + ) + onboarding_token = onboarding_auth_header + if onboarding_token.lower().startswith("bearer "): + onboarding_token = onboarding_token.split(" ", 1)[1] + + import jwt + + try: + return jwt.decode( + onboarding_token, + master_key, + algorithms=["HS256"], + ) + except Exception: + raise HTTPException( + status_code=401, + detail={"error": "Invalid onboarding session for invitation link."}, + ) + + @app.post("/onboarding/claim_token", include_in_schema=False) -async def claim_onboarding_link(data: InvitationClaim): +async def claim_onboarding_link(data: InvitationClaim, request: Request): """ Special route. Allows UI link share user to update their password. @@ -12152,7 +12183,7 @@ async def claim_onboarding_link(data: InvitationClaim): This route can only update user password. """ - global prisma_client + global prisma_client, master_key, general_settings ### VALIDATE INVITE LINK ### if prisma_client is None: raise HTTPException( @@ -12177,7 +12208,7 @@ async def claim_onboarding_link(data: InvitationClaim): ) #### CHECK IF ALREADY USED - if invite_obj.is_accepted is True: + if invite_obj.is_accepted is True or invite_obj.accepted_at is not None: raise HTTPException( status_code=401, detail={"error": "Invitation link has already been used."}, @@ -12193,32 +12224,115 @@ async def claim_onboarding_link(data: InvitationClaim): ) }, ) - ### UPDATE USER OBJECT ### - hashed_pw = hash_password(data.password) - user_obj = await prisma_client.db.litellm_usertable.update( - where={"user_id": invite_obj.user_id}, data={"password": hashed_pw} - ) - if user_obj is None: + onboarding_claims = _get_onboarding_claims_from_request(request=request) + if ( + onboarding_claims.get("token_type") != "litellm_onboarding" + or onboarding_claims.get("invitation_link") != data.invitation_link + or onboarding_claims.get("user_id") != data.user_id + ): raise HTTPException( - status_code=401, detail={"error": "User does not exist in db."} + status_code=401, + detail={"error": "Invalid onboarding session for invitation link."}, ) - #### MARK LINK AS USED + hashed_pw = hash_password(data.password) current_time = litellm.utils.get_utc_datetime() - await prisma_client.db.litellm_invitationlink.update( - where={"id": data.invitation_link}, - data={ - "accepted_at": current_time, - "updated_at": current_time, - "is_accepted": True, - "updated_by": invite_obj.user_id, # type: ignore - }, - ) + async with prisma_client.db.tx() as tx: + updated_count = await tx.litellm_invitationlink.update_many( + where={"id": data.invitation_link, "is_accepted": False}, + data={ + "is_accepted": True, + "updated_at": current_time, + "updated_by": invite_obj.user_id, # type: ignore + }, + ) + if updated_count == 0: + raise HTTPException( + status_code=401, + detail={"error": "Invitation link has already been used."}, + ) + + ### UPDATE USER OBJECT ### + user_obj = await tx.litellm_usertable.update( + where={"user_id": invite_obj.user_id}, data={"password": hashed_pw} + ) + + if user_obj is None: + raise HTTPException( + status_code=401, detail={"error": "User does not exist in db."} + ) + + #### MARK LINK AS USED + current_time = litellm.utils.get_utc_datetime() + await tx.litellm_invitationlink.update( + where={"id": data.invitation_link}, + data={ + "accepted_at": current_time, + "updated_at": current_time, + "is_accepted": True, + "updated_by": invite_obj.user_id, # type: ignore + }, + ) if user_obj and hasattr(user_obj, "__dict__"): user_obj.__dict__.pop("password", None) - return user_obj + + response = await generate_key_helper_fn( + request_type="key", + **{ + "user_role": user_obj.user_role, + "duration": LITELLM_UI_SESSION_DURATION, + "key_max_budget": litellm.max_ui_session_budget, + "models": [], + "aliases": {}, + "config": {}, + "spend": 0, + "user_id": user_obj.user_id, + "team_id": UI_TEAM_ID, + }, # type: ignore + ) + key = response["token"] # type: ignore + + from litellm.types.proxy.ui_sso import ReturnedUITokenObject + + import jwt + + disabled_non_admin_personal_key_creation = ( + get_disabled_non_admin_personal_key_creation() + ) + returned_ui_token_object = ReturnedUITokenObject( + user_id=user_obj.user_id, + key=key, + user_email=user_obj.user_email, + user_role=user_obj.user_role, + login_method="username_password", + premium_user=premium_user, + auth_header_name=general_settings.get( + "litellm_key_header_name", "Authorization" + ), + disabled_non_admin_personal_key_creation=disabled_non_admin_personal_key_creation, + server_root_path=get_server_root_path(), + ) + assert master_key is not None + jwt_token = jwt.encode( # type: ignore + cast(dict, returned_ui_token_object), + master_key, + algorithm="HS256", + ) + + litellm_dashboard_ui = get_custom_url(str(request.base_url)) + if litellm_dashboard_ui.endswith("/"): + litellm_dashboard_ui += "ui/" + else: + litellm_dashboard_ui += "/ui/" + litellm_dashboard_ui += "?login=success" + return { + "login_url": litellm_dashboard_ui, + "token": jwt_token, + "user_email": user_obj.user_email, + "user": user_obj, + } @app.get("/get_logo_url", include_in_schema=False) diff --git a/tests/test_litellm/proxy/auth/test_onboarding.py b/tests/test_litellm/proxy/auth/test_onboarding.py index 57fa871a35..aafce2b123 100644 --- a/tests/test_litellm/proxy/auth/test_onboarding.py +++ b/tests/test_litellm/proxy/auth/test_onboarding.py @@ -2,14 +2,16 @@ Tests for the invite-link onboarding endpoints. Covers the security behavior of: - GET /onboarding/get_token – rejects already-used links before showing any user data - POST /onboarding/claim_token – rejects already-used links; marks is_accepted=True only - after the password is successfully written + GET /onboarding/get_token – rejects already-used links and returns only a + short-lived onboarding token, not a UI session key + POST /onboarding/claim_token – requires that onboarding token; mints the UI + session key only after the password is written """ from datetime import timedelta from unittest.mock import AsyncMock, MagicMock, patch +import jwt import pytest from fastapi import HTTPException @@ -22,14 +24,27 @@ from litellm.proxy._types import InvitationClaim # --------------------------------------------------------------------------- -def _make_invite(*, is_accepted: bool, expired: bool = False) -> MagicMock: +class _AsyncTx: + def __init__(self, db: MagicMock): + self.db = db + + async def __aenter__(self) -> MagicMock: + return self.db + + async def __aexit__(self, exc_type, exc, tb): + return False + + +def _make_invite( + *, is_accepted: bool, expired: bool = False, claimed: bool = False +) -> MagicMock: now = litellm.utils.get_utc_datetime() invite = MagicMock() invite.id = "invite-abc" invite.user_id = "user-123" invite.is_accepted = is_accepted invite.expires_at = now - timedelta(days=1) if expired else now + timedelta(days=6) - invite.accepted_at = None + invite.accepted_at = now if claimed else None return invite @@ -45,11 +60,39 @@ def _make_prisma(invite: MagicMock, user: MagicMock | None = None) -> MagicMock: prisma = MagicMock() prisma.db.litellm_invitationlink.find_unique = AsyncMock(return_value=invite) prisma.db.litellm_invitationlink.update = AsyncMock() + prisma.db.litellm_invitationlink.update_many = AsyncMock(return_value=1) prisma.db.litellm_usertable.find_unique = AsyncMock(return_value=user) prisma.db.litellm_usertable.update = AsyncMock(return_value=user) + prisma.db.tx = MagicMock(return_value=_AsyncTx(prisma.db)) return prisma +def _make_onboarding_token( + *, + invitation_link: str = "invite-abc", + user_id: str = "user-123", + token_type: str = "litellm_onboarding", + master_key: str = "sk-test", +) -> str: + return jwt.encode( + { + "token_type": token_type, + "invitation_link": invitation_link, + "user_id": user_id, + "exp": litellm.utils.get_utc_datetime() + timedelta(minutes=15), + }, + master_key, + algorithm="HS256", + ) + + +def _make_claim_request(token: str | None = None) -> MagicMock: + request = MagicMock() + request.headers = {"Authorization": f"Bearer {token}"} if token is not None else {} + request.base_url = "http://localhost:4000/" + return request + + # --------------------------------------------------------------------------- # GET /onboarding/get_token # --------------------------------------------------------------------------- @@ -120,10 +163,10 @@ async def test_get_token_rejects_missing_link(): @pytest.mark.asyncio -async def test_get_token_does_not_set_is_accepted(): +async def test_get_token_returns_onboarding_token_without_minting_ui_key(): """ - A valid, unused link should succeed and must NOT flip is_accepted to True. - That flag is only written after the password is claimed. + A valid, unused link should return a short-lived onboarding token, but + must not reserve the invite or mint a usable UI/API key on GET. """ from litellm.proxy.proxy_server import onboarding @@ -133,6 +176,252 @@ async def test_get_token_does_not_set_is_accepted(): request = MagicMock() request.base_url = "http://localhost:4000/" + with ( + patch("litellm.proxy.proxy_server.prisma_client", prisma), + patch("litellm.proxy.proxy_server.master_key", "sk-test"), + patch("litellm.proxy.proxy_server.general_settings", {}), + patch("litellm.proxy.proxy_server.premium_user", False), + patch( + "litellm.proxy.proxy_server.generate_key_helper_fn", + new_callable=AsyncMock, + ) as mock_generate_key, + patch( + "litellm.proxy.proxy_server.get_custom_url", + return_value="http://localhost:4000/", + ), + patch( + "litellm.proxy.proxy_server.get_disabled_non_admin_personal_key_creation", + return_value=False, + ), + patch("litellm.proxy.proxy_server.get_server_root_path", return_value=""), + ): + result = await onboarding(invite_link="invite-abc", request=request) + + # Endpoint succeeded + assert "token" in result + assert "login_url" in result + + outer_claims = jwt.decode(result["token"], "sk-test", algorithms=["HS256"]) + onboarding_token = outer_claims["key"] + onboarding_claims = jwt.decode(onboarding_token, "sk-test", algorithms=["HS256"]) + assert onboarding_claims["token_type"] == "litellm_onboarding" + assert onboarding_claims["invitation_link"] == "invite-abc" + assert onboarding_claims["user_id"] == "user-123" + assert not onboarding_token.startswith("sk-") + + mock_generate_key.assert_not_called() + prisma.db.litellm_invitationlink.update_many.assert_not_called() + prisma.db.litellm_invitationlink.update.assert_not_called() + + +# --------------------------------------------------------------------------- +# POST /onboarding/claim_token +# --------------------------------------------------------------------------- + + +@pytest.mark.asyncio +async def test_claim_token_rejects_already_used_link(): + """ + If is_accepted is True, the password has already been set. + A second claim attempt must be rejected with 401. + """ + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=True, claimed=True) + prisma = _make_prisma(invite) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + + with patch("litellm.proxy.proxy_server.prisma_client", prisma): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=_make_claim_request()) + + assert exc_info.value.status_code == 401 + assert "already been used" in exc_info.value.detail["error"] + # Password must never have been written + prisma.db.litellm_usertable.update.assert_not_called() + + +@pytest.mark.asyncio +async def test_claim_token_rejects_expired_link(): + """An expired link must be rejected even if is_accepted is False.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False, expired=True) + prisma = _make_prisma(invite) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + + with patch("litellm.proxy.proxy_server.prisma_client", prisma): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=_make_claim_request()) + + assert exc_info.value.status_code == 401 + assert "expired" in exc_info.value.detail["error"] + + +@pytest.mark.asyncio +async def test_claim_token_rejects_mismatched_user_id(): + """The user_id in the request must match the one on the invite.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + prisma = _make_prisma(invite) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="wrong-user", + password="NewP@ssw0rd", + ) + + with patch("litellm.proxy.proxy_server.prisma_client", prisma): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=_make_claim_request()) + + assert exc_info.value.status_code == 401 + assert "does not match" in exc_info.value.detail["error"] + + +@pytest.mark.asyncio +async def test_claim_token_rejects_missing_onboarding_token(): + """The password endpoint must require the onboarding token returned by get_token.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + prisma = _make_prisma(invite) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", prisma), + patch("litellm.proxy.proxy_server.master_key", "sk-test"), + patch("litellm.proxy.proxy_server.general_settings", {}), + ): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=_make_claim_request()) + + assert exc_info.value.status_code == 401 + assert "Missing onboarding session" in exc_info.value.detail["error"] + prisma.db.litellm_usertable.update.assert_not_called() + + +@pytest.mark.asyncio +async def test_claim_token_rejects_wrong_onboarding_session(): + """The onboarding token must be bound to the invite and user being claimed.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + prisma = _make_prisma(invite) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + request = _make_claim_request( + _make_onboarding_token(invitation_link="other-invite") + ) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", prisma), + patch("litellm.proxy.proxy_server.master_key", "sk-test"), + patch("litellm.proxy.proxy_server.general_settings", {}), + ): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=request) + + assert exc_info.value.status_code == 401 + assert "Invalid onboarding session" in exc_info.value.detail["error"] + prisma.db.litellm_usertable.update.assert_not_called() + + +@pytest.mark.asyncio +async def test_claim_token_rejects_invalid_bearer_token(): + """A regular API key must not be accepted as an onboarding token.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + prisma = _make_prisma(invite) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + request = _make_claim_request("sk-regular-key") + + with ( + patch("litellm.proxy.proxy_server.prisma_client", prisma), + patch("litellm.proxy.proxy_server.master_key", "sk-test"), + patch("litellm.proxy.proxy_server.general_settings", {}), + ): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=request) + + assert exc_info.value.status_code == 401 + assert "Invalid onboarding session" in exc_info.value.detail["error"] + prisma.db.litellm_usertable.update.assert_not_called() + + +@pytest.mark.asyncio +async def test_claim_token_rejects_concurrent_reuse_before_password_write(): + """Only the first valid claim may reserve the invitation.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + prisma = _make_prisma(invite) + prisma.db.litellm_invitationlink.update_many = AsyncMock(return_value=0) + request = _make_claim_request(_make_onboarding_token()) + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", prisma), + patch("litellm.proxy.proxy_server.master_key", "sk-test"), + patch("litellm.proxy.proxy_server.general_settings", {}), + patch( + "litellm.proxy.proxy_server.generate_key_helper_fn", + new_callable=AsyncMock, + ) as mock_generate_key, + ): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=request) + + assert exc_info.value.status_code == 401 + assert "already been used" in exc_info.value.detail["error"] + prisma.db.litellm_usertable.update.assert_not_called() + mock_generate_key.assert_not_called() + + +@pytest.mark.asyncio +async def test_claim_token_sets_accepted_at_after_password_written(): + """ + A valid first-time claim must: + 1. Write the hashed password to the user table. + 2. Set accepted_at on the invitation link after the password write succeeds. + """ + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + user = _make_user() + prisma = _make_prisma(invite, user) + request = _make_claim_request(_make_onboarding_token()) + + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + mock_token_response = {"token": "sk-generated-key", "user_id": "user-123"} with ( @@ -155,113 +444,13 @@ async def test_get_token_does_not_set_is_accepted(): ), patch("litellm.proxy.proxy_server.get_server_root_path", return_value=""), ): - result = await onboarding(invite_link="invite-abc", request=request) - - # Endpoint succeeded - assert "token" in result - assert "login_url" in result - - # is_accepted must NOT have been updated here - prisma.db.litellm_invitationlink.update.assert_not_called() - - -# --------------------------------------------------------------------------- -# POST /onboarding/claim_token -# --------------------------------------------------------------------------- - - -@pytest.mark.asyncio -async def test_claim_token_rejects_already_used_link(): - """ - If is_accepted is True, the password has already been set. - A second claim attempt must be rejected with 401. - """ - from litellm.proxy.proxy_server import claim_onboarding_link - - invite = _make_invite(is_accepted=True) - prisma = _make_prisma(invite) - data = InvitationClaim( - invitation_link="invite-abc", - user_id="user-123", - password="NewP@ssw0rd", - ) - - with patch("litellm.proxy.proxy_server.prisma_client", prisma): - with pytest.raises(HTTPException) as exc_info: - await claim_onboarding_link(data=data) - - assert exc_info.value.status_code == 401 - assert "already been used" in exc_info.value.detail["error"] - # Password must never have been written - prisma.db.litellm_usertable.update.assert_not_called() - - -@pytest.mark.asyncio -async def test_claim_token_rejects_expired_link(): - """An expired link must be rejected even if is_accepted is False.""" - from litellm.proxy.proxy_server import claim_onboarding_link - - invite = _make_invite(is_accepted=False, expired=True) - prisma = _make_prisma(invite) - data = InvitationClaim( - invitation_link="invite-abc", - user_id="user-123", - password="NewP@ssw0rd", - ) - - with patch("litellm.proxy.proxy_server.prisma_client", prisma): - with pytest.raises(HTTPException) as exc_info: - await claim_onboarding_link(data=data) - - assert exc_info.value.status_code == 401 - assert "expired" in exc_info.value.detail["error"] - - -@pytest.mark.asyncio -async def test_claim_token_rejects_mismatched_user_id(): - """The user_id in the request must match the one on the invite.""" - from litellm.proxy.proxy_server import claim_onboarding_link - - invite = _make_invite(is_accepted=False) - prisma = _make_prisma(invite) - data = InvitationClaim( - invitation_link="invite-abc", - user_id="wrong-user", - password="NewP@ssw0rd", - ) - - with patch("litellm.proxy.proxy_server.prisma_client", prisma): - with pytest.raises(HTTPException) as exc_info: - await claim_onboarding_link(data=data) - - assert exc_info.value.status_code == 401 - assert "does not match" in exc_info.value.detail["error"] - - -@pytest.mark.asyncio -async def test_claim_token_sets_is_accepted_after_password_written(): - """ - A valid first-time claim must: - 1. Write the hashed password to the user table. - 2. Flip is_accepted to True on the invitation link — and only after the - password write succeeds. - """ - from litellm.proxy.proxy_server import claim_onboarding_link - - invite = _make_invite(is_accepted=False) - user = _make_user() - prisma = _make_prisma(invite, user) - - data = InvitationClaim( - invitation_link="invite-abc", - user_id="user-123", - password="NewP@ssw0rd", - ) - - with patch("litellm.proxy.proxy_server.prisma_client", prisma): - result = await claim_onboarding_link(data=data) + result = await claim_onboarding_link(data=data, request=request) # Password was written + prisma.db.litellm_invitationlink.update_many.assert_called_once() + reserve_kwargs = prisma.db.litellm_invitationlink.update_many.call_args.kwargs + assert reserve_kwargs["where"] == {"id": "invite-abc", "is_accepted": False} + assert reserve_kwargs["data"]["is_accepted"] is True prisma.db.litellm_usertable.update.assert_called_once() call_kwargs = prisma.db.litellm_usertable.update.call_args assert call_kwargs.kwargs["where"] == {"user_id": "user-123"} @@ -272,3 +461,5 @@ async def test_claim_token_sets_is_accepted_after_password_written(): link_update_data = prisma.db.litellm_invitationlink.update.call_args.kwargs["data"] assert link_update_data["is_accepted"] is True assert link_update_data["accepted_at"] is not None + outer_claims = jwt.decode(result["token"], "sk-test", algorithms=["HS256"]) + assert outer_claims["key"] == "sk-generated-key" diff --git a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx index 9a9d9d7e72..2dd0685f51 100644 --- a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx +++ b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx @@ -41,8 +41,9 @@ export function OnboardingForm({ variant }: OnboardingFormProps) { claimToken( { accessToken, inviteId, userId, password: formValues.password }, { - onSuccess: () => { - document.cookie = `token=${jwtToken}; path=/; SameSite=Lax`; + onSuccess: (data: { token?: string }) => { + const finalToken = data?.token ?? jwtToken; + document.cookie = `token=${finalToken}; path=/; SameSite=Lax`; const proxyBaseUrl = getProxyBaseUrl(); window.location.href = proxyBaseUrl ? `${proxyBaseUrl}/ui/?login=success` From 5975d69ea59dbe518d3bbb0176c0666beb89ab97 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Wed, 29 Apr 2026 19:01:49 -0700 Subject: [PATCH 69/80] test(vertex-batches): set is_redirect=False on mocked retrieve response After dedaf74a5e, _async_retrieve_batch wraps the GET in async_safe_get, which inspects response.is_redirect. test_avertex_batch_prediction's MagicMock response left is_redirect unset, so it auto-generated a truthy mock, sent the redirect-follow loop into _extract_redirect_url, and httpx.URL().join() raised TypeError. Set is_redirect=False so the response is treated as terminal. --- tests/batches_tests/test_openai_batches_and_files.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/batches_tests/test_openai_batches_and_files.py b/tests/batches_tests/test_openai_batches_and_files.py index 0aed224c25..a64f208b3f 100644 --- a/tests/batches_tests/test_openai_batches_and_files.py +++ b/tests/batches_tests/test_openai_batches_and_files.py @@ -557,6 +557,7 @@ async def test_avertex_batch_prediction(monkeypatch): mock_get_response = MagicMock() mock_get_response.json.return_value = mock_vertex_batch_response mock_get_response.status_code = 200 + mock_get_response.is_redirect = False mock_get_response.raise_for_status.return_value = None mock_get.return_value = mock_get_response From 20b937dcbe76516a82111ccfc1d15500d4790b0b Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Wed, 29 Apr 2026 19:10:30 -0700 Subject: [PATCH 70/80] chore(auth): address onboarding review follow-ups --- litellm/proxy/_experimental/out/404.html | 1 + .../_experimental/out/__next.__PAGE__.txt | 4 +- .../proxy/_experimental/out/__next._full.txt | 6 +- .../proxy/_experimental/out/__next._head.txt | 2 +- .../proxy/_experimental/out/__next._index.txt | 2 +- .../proxy/_experimental/out/__next._tree.txt | 2 +- .../_next/static/chunks/2b33eddac1525e30.js | 72 ++++++++++ .../_next/static/chunks/42dd2f1fca5fd8b2.js | 1 + .../_next/static/chunks/efea414bda877fd0.js | 1 + .../lzln3nip0mbl1PrnNvjFc/_buildManifest.js | 16 +++ .../_clientMiddlewareManifest.json | 1 + .../lzln3nip0mbl1PrnNvjFc/_ssgManifest.js | 1 + .../proxy/_experimental/out/_not-found.html | 1 + .../proxy/_experimental/out/_not-found.txt | 2 +- .../out/_not-found/__next._full.txt | 2 +- .../out/_not-found/__next._head.txt | 2 +- .../out/_not-found/__next._index.txt | 2 +- .../_not-found/__next._not-found.__PAGE__.txt | 2 +- .../out/_not-found/__next._not-found.txt | 2 +- .../out/_not-found/__next._tree.txt | 2 +- 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diff --git a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt index dc469c2e21..46477a1799 100644 --- a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt +++ b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt @@ -1,4 +1,4 @@ :HL["/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","style"] :HL["/litellm-asset-prefix/_next/static/chunks/e0cb6755699177c1.css","style"] :HL["/litellm-asset-prefix/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2","font",{"crossOrigin":"","type":"font/woff2"}] -0:{"buildId":"UIdFKtHaivRa_o9QIFE3_","tree":{"name":"","paramType":null,"paramKey":"","hasRuntimePrefetch":false,"slots":{"children":{"name":"(dashboard)","paramType":null,"paramKey":"(dashboard)","hasRuntimePrefetch":false,"slots":{"children":{"name":"virtual-keys","paramType":null,"paramKey":"virtual-keys","hasRuntimePrefetch":false,"slots":{"children":{"name":"__PAGE__","paramType":null,"paramKey":"__PAGE__","hasRuntimePrefetch":false,"slots":null,"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":true},"staleTime":300} +0:{"buildId":"lzln3nip0mbl1PrnNvjFc","tree":{"name":"","paramType":null,"paramKey":"","hasRuntimePrefetch":false,"slots":{"children":{"name":"(dashboard)","paramType":null,"paramKey":"(dashboard)","hasRuntimePrefetch":false,"slots":{"children":{"name":"virtual-keys","paramType":null,"paramKey":"virtual-keys","hasRuntimePrefetch":false,"slots":{"children":{"name":"__PAGE__","paramType":null,"paramKey":"__PAGE__","hasRuntimePrefetch":false,"slots":null,"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":true},"staleTime":300} diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 63968a043a..b51d65aa82 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -12170,6 +12170,78 @@ def _get_onboarding_claims_from_request(request: Request) -> dict: ) +async def _rollback_onboarding_invite_claim( + invitation_link: str, + user_id: str, +) -> None: + global prisma_client + + if prisma_client is None: + return + + try: + await prisma_client.db.litellm_invitationlink.update_many( + where={"id": invitation_link, "is_accepted": True}, + data={ + "accepted_at": None, + "is_accepted": False, + "updated_at": litellm.utils.get_utc_datetime(), + "updated_by": user_id, + }, + ) + except Exception: + verbose_proxy_logger.exception( + "Failed to roll back onboarding invitation after session key mint failed." + ) + + +async def _generate_onboarding_ui_session_token(user_obj: Any) -> str: + global master_key, general_settings + + response = await generate_key_helper_fn( + request_type="key", + **{ + "user_role": user_obj.user_role, + "duration": LITELLM_UI_SESSION_DURATION, + "key_max_budget": litellm.max_ui_session_budget, + "models": [], + "aliases": {}, + "config": {}, + "spend": 0, + "user_id": user_obj.user_id, + "team_id": UI_TEAM_ID, + }, # type: ignore + ) + key = response["token"] # type: ignore + + from litellm.types.proxy.ui_sso import ReturnedUITokenObject + + import jwt + + disabled_non_admin_personal_key_creation = ( + get_disabled_non_admin_personal_key_creation() + ) + returned_ui_token_object = ReturnedUITokenObject( + user_id=user_obj.user_id, + key=key, + user_email=user_obj.user_email, + user_role=user_obj.user_role, + login_method="username_password", + premium_user=premium_user, + auth_header_name=general_settings.get( + "litellm_key_header_name", "Authorization" + ), + disabled_non_admin_personal_key_creation=disabled_non_admin_personal_key_creation, + server_root_path=get_server_root_path(), + ) + assert master_key is not None + return jwt.encode( # type: ignore + cast(dict, returned_ui_token_object), + master_key, + algorithm="HS256", + ) + + @app.post("/onboarding/claim_token", include_in_schema=False) async def claim_onboarding_link(data: InvitationClaim, request: Request): """ @@ -12270,7 +12342,6 @@ async def claim_onboarding_link(data: InvitationClaim, request: Request): data={ "accepted_at": current_time, "updated_at": current_time, - "is_accepted": True, "updated_by": invite_obj.user_id, # type: ignore }, ) @@ -12278,48 +12349,21 @@ async def claim_onboarding_link(data: InvitationClaim, request: Request): if user_obj and hasattr(user_obj, "__dict__"): user_obj.__dict__.pop("password", None) - response = await generate_key_helper_fn( - request_type="key", - **{ - "user_role": user_obj.user_role, - "duration": LITELLM_UI_SESSION_DURATION, - "key_max_budget": litellm.max_ui_session_budget, - "models": [], - "aliases": {}, - "config": {}, - "spend": 0, - "user_id": user_obj.user_id, - "team_id": UI_TEAM_ID, - }, # type: ignore - ) - key = response["token"] # type: ignore - - from litellm.types.proxy.ui_sso import ReturnedUITokenObject - - import jwt - - disabled_non_admin_personal_key_creation = ( - get_disabled_non_admin_personal_key_creation() - ) - returned_ui_token_object = ReturnedUITokenObject( - user_id=user_obj.user_id, - key=key, - user_email=user_obj.user_email, - user_role=user_obj.user_role, - login_method="username_password", - premium_user=premium_user, - auth_header_name=general_settings.get( - "litellm_key_header_name", "Authorization" - ), - disabled_non_admin_personal_key_creation=disabled_non_admin_personal_key_creation, - server_root_path=get_server_root_path(), - ) - assert master_key is not None - jwt_token = jwt.encode( # type: ignore - cast(dict, returned_ui_token_object), - master_key, - algorithm="HS256", - ) + try: + jwt_token = await _generate_onboarding_ui_session_token(user_obj=user_obj) + except Exception as e: + await _rollback_onboarding_invite_claim( + invitation_link=data.invitation_link, + user_id=data.user_id, + ) + if isinstance(e, HTTPException): + raise e + raise HTTPException( + status_code=500, + detail={ + "error": "Failed to create onboarding session. Please retry the invitation link." + }, + ) from e litellm_dashboard_ui = get_custom_url(str(request.base_url)) if litellm_dashboard_ui.endswith("/"): diff --git a/tests/test_litellm/proxy/auth/test_onboarding.py b/tests/test_litellm/proxy/auth/test_onboarding.py index aafce2b123..c81f4cb7d6 100644 --- a/tests/test_litellm/proxy/auth/test_onboarding.py +++ b/tests/test_litellm/proxy/auth/test_onboarding.py @@ -459,7 +459,50 @@ async def test_claim_token_sets_accepted_at_after_password_written(): # is_accepted was flipped to True on the invitation link prisma.db.litellm_invitationlink.update.assert_called_once() link_update_data = prisma.db.litellm_invitationlink.update.call_args.kwargs["data"] - assert link_update_data["is_accepted"] is True + assert "is_accepted" not in link_update_data assert link_update_data["accepted_at"] is not None outer_claims = jwt.decode(result["token"], "sk-test", algorithms=["HS256"]) assert outer_claims["key"] == "sk-generated-key" + + +@pytest.mark.asyncio +async def test_claim_token_rolls_back_invite_when_session_key_mint_fails(): + """A session key failure must not leave the invite permanently consumed.""" + from litellm.proxy.proxy_server import claim_onboarding_link + + invite = _make_invite(is_accepted=False) + user = _make_user() + prisma = _make_prisma(invite, user) + request = _make_claim_request(_make_onboarding_token()) + + data = InvitationClaim( + invitation_link="invite-abc", + user_id="user-123", + password="NewP@ssw0rd", + ) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", prisma), + patch("litellm.proxy.proxy_server.master_key", "sk-test"), + patch("litellm.proxy.proxy_server.general_settings", {}), + patch( + "litellm.proxy.proxy_server.generate_key_helper_fn", + new_callable=AsyncMock, + side_effect=Exception("key mint failed"), + ), + ): + with pytest.raises(HTTPException) as exc_info: + await claim_onboarding_link(data=data, request=request) + + assert exc_info.value.status_code == 500 + assert "Failed to create onboarding session" in exc_info.value.detail["error"] + assert prisma.db.litellm_invitationlink.update_many.call_count == 2 + rollback_kwargs = prisma.db.litellm_invitationlink.update_many.call_args_list[ + 1 + ].kwargs + assert rollback_kwargs["where"] == { + "id": "invite-abc", + "is_accepted": True, + } + assert rollback_kwargs["data"]["accepted_at"] is None + assert rollback_kwargs["data"]["is_accepted"] is False diff --git a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx index d9e75388d1..bf73e802cd 100644 --- a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx +++ b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx @@ -1,6 +1,6 @@ -import { render, screen } from "@testing-library/react"; +import { act, fireEvent, render, screen } from "@testing-library/react"; import React from "react"; -import { describe, expect, it, vi } from "vitest"; +import { beforeEach, describe, expect, it, vi } from "vitest"; import { OnboardingForm } from "./OnboardingForm"; const mockUseOnboardingCredentials = vi.fn(); @@ -36,14 +36,33 @@ vi.mock("./OnboardingErrorView", () => ({ })); vi.mock("./OnboardingFormBody", () => ({ - OnboardingFormBody: ({ variant, userEmail }: { variant: string; userEmail: string }) => ( + OnboardingFormBody: ({ + variant, + userEmail, + claimError, + onSubmit, + }: { + variant: string; + userEmail: string; + claimError: string | null; + onSubmit: (formValues: { password: string }) => void; + }) => (
Form Body + + {claimError ?
{claimError}
: null}
), })); describe("OnboardingForm", () => { + beforeEach(() => { + vi.clearAllMocks(); + document.cookie = "token=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/"; + }); + it("should render loading view when credentials are loading", () => { mockUseOnboardingCredentials.mockReturnValue({ data: undefined, @@ -92,4 +111,24 @@ describe("OnboardingForm", () => { expect(screen.getByTestId("form-body")).toHaveAttribute("data-variant", "reset_password"); }); + + it("should show claim error when claim response is missing final token", async () => { + mockUseOnboardingCredentials.mockReturnValue({ + data: { token: "fake-jwt-token" }, + isLoading: false, + isError: false, + }); + mockClaimToken.mockImplementation((_params, options) => { + options.onSuccess({}); + }); + + render(); + + await act(async () => { + fireEvent.click(screen.getByRole("button", { name: "Submit" })); + }); + + expect(screen.getByTestId("claim-error")).toHaveTextContent("Failed to start session"); + expect(document.cookie).not.toContain("fake-jwt-token"); + }); }); diff --git a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx index 2dd0685f51..1e8afe7645 100644 --- a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx +++ b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx @@ -31,10 +31,9 @@ export function OnboardingForm({ variant }: OnboardingFormProps) { const userEmail: string = decoded?.user_email ?? ""; const userId: string | null = decoded?.user_id ?? null; const accessToken: string | null = decoded?.key ?? null; - const jwtToken: string | null = credentialsData?.token ?? null; const handleSubmit = (formValues: { password: string }) => { - if (!accessToken || !jwtToken || !userId || !inviteId) return; + if (!accessToken || !userId || !inviteId) return; setClaimError(null); @@ -42,8 +41,11 @@ export function OnboardingForm({ variant }: OnboardingFormProps) { { accessToken, inviteId, userId, password: formValues.password }, { onSuccess: (data: { token?: string }) => { - const finalToken = data?.token ?? jwtToken; - document.cookie = `token=${finalToken}; path=/; SameSite=Lax`; + if (!data?.token) { + setClaimError("Failed to start session. Please try again."); + return; + } + document.cookie = `token=${data.token}; path=/; SameSite=Lax`; const proxyBaseUrl = getProxyBaseUrl(); window.location.href = proxyBaseUrl ? `${proxyBaseUrl}/ui/?login=success` From d20d444e32a1c1753c36ba03e4b98db32d629137 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Wed, 29 Apr 2026 19:23:37 -0700 Subject: [PATCH 71/80] chore(auth): drop generated dashboard output --- litellm/proxy/_experimental/out/404.html | 2 +- .../proxy/_experimental/out/404/index.html | 1 - .../_experimental/out/__next.__PAGE__.txt | 18 ++-- .../proxy/_experimental/out/__next._full.txt | 32 +++---- .../proxy/_experimental/out/__next._head.txt | 2 +- .../proxy/_experimental/out/__next._index.txt | 2 +- .../proxy/_experimental/out/__next._tree.txt | 2 +- .../UIdFKtHaivRa_o9QIFE3_/_buildManifest.js | 16 ---- .../_clientMiddlewareManifest.json | 1 - .../UIdFKtHaivRa_o9QIFE3_/_ssgManifest.js | 1 - .../_next/static/chunks/0fa4668d6cf24773.js | 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.../_next/static/chunks/91a13e42c88cfff6.js | 1 - .../_next/static/chunks/9b3228c4ea02711c.js | 1 - .../_next/static/chunks/a492aa533c59a14d.js | 1 - .../_next/static/chunks/b620fb4521cd6183.js | 1 - .../_next/static/chunks/cc5fe661d375c3b5.js | 1 - .../_next/static/chunks/ccda7c12f9795cba.js | 84 ----------------- .../_next/static/chunks/d0510af52e5b6373.js | 1 - .../_next/static/chunks/de6dee28e382bd35.js | 8 -- .../_next/static/chunks/e000783224957b5f.js | 8 -- .../_next/static/chunks/e79e33b8b366ae69.js | 1 - .../_next/static/chunks/efea414bda877fd0.js | 1 - .../_next/static/chunks/f27456ba72075ad9.js | 7 -- .../_next/static/chunks/f4cb209365e2229d.js | 8 -- .../_next/static/chunks/facac7b499c497f4.js | 1 - .../lzln3nip0mbl1PrnNvjFc/_buildManifest.js | 16 ---- .../_clientMiddlewareManifest.json | 1 - .../lzln3nip0mbl1PrnNvjFc/_ssgManifest.js | 1 - .../proxy/_experimental/out/_not-found.html | 2 +- .../proxy/_experimental/out/_not-found.txt | 2 +- .../out/_not-found/__next._full.txt 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404

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diff --git a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt index 46477a1799..2658313773 100644 --- a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt +++ b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt @@ -1,4 +1,4 @@ :HL["/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","style"] :HL["/litellm-asset-prefix/_next/static/chunks/e0cb6755699177c1.css","style"] :HL["/litellm-asset-prefix/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2","font",{"crossOrigin":"","type":"font/woff2"}] 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\ No newline at end of file From 1ef034bff6aaaa48e91c25484e7a0017e3a0d473 Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Tue, 28 Apr 2026 21:07:17 +0000 Subject: [PATCH 72/80] fix(passthrough): flush spend tracking on interrupted Bedrock streams When a client disconnects mid-stream from a Bedrock pass-through endpoint, Starlette calls aclose() on the async generator, raising GeneratorExit (a BaseException, not Exception) at the suspended yield. The previous `except Exception` blocks in _async_streaming/_sync_streaming (litellm/passthrough/main.py) and PassThroughStreamingHandler.chunk_processor did not catch GeneratorExit, so the post-loop flush that hands collected raw bytes to async_flush_passthrough_collected_chunks / _route_streaming_logging_to_handler never ran. All per-chunk usage data was silently dropped, undercounting spend for interrupted Bedrock invoke and converse streams. Move the flush into a finally block in all three sites and guard with a `flush_scheduled` flag so the success path still flushes exactly once. Also pull raise_for_status() out of the chunk-collection try block in _async_streaming so 4xx/5xx responses still raise and don't enter the flush path with zero bytes (preserving the behavior tested by test_async_streaming_error_propagation.py). Add regression coverage: - test_async_streaming_flushes_on_client_disconnect - test_async_streaming_flushes_on_upstream_exception_with_partial_data - test_sync_streaming_flushes_on_early_close - test_chunk_processor_logs_on_client_disconnect plus baseline tests for normal completion and the 4xx no-flush path. Fixes LIT-2642. Co-authored-by: Mateo Wang --- litellm/passthrough/main.py | 76 +++-- .../streaming_handler.py | 63 ++-- ...test_streaming_interrupt_spend_tracking.py | 297 ++++++++++++++++++ .../test_streaming_handler_interrupt.py | 144 +++++++++ 4 files changed, 534 insertions(+), 46 deletions(-) create mode 100644 tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py create mode 100644 tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py diff --git a/litellm/passthrough/main.py b/litellm/passthrough/main.py index edee50bdfc..2a80e2bb63 100644 --- a/litellm/passthrough/main.py +++ b/litellm/passthrough/main.py @@ -390,19 +390,29 @@ def _sync_streaming( ): from litellm.utils import executor + raw_bytes: List[bytes] = [] + flush_scheduled = False try: - raw_bytes: List[bytes] = [] for chunk in response.iter_bytes(): # type: ignore raw_bytes.append(chunk) yield chunk - - executor.submit( - litellm_logging_obj.flush_passthrough_collected_chunks, - raw_bytes=raw_bytes, - provider_config=provider_config, - ) - except Exception as e: - raise e + finally: + # Always flush collected chunks for spend tracking, even if the + # consumer terminates the generator early (GeneratorExit). Without + # this, an interrupted stream loses all per-chunk usage data + # because the post-loop flush never runs. See LIT-2642. + if not flush_scheduled and raw_bytes: + flush_scheduled = True + try: + executor.submit( + litellm_logging_obj.flush_passthrough_collected_chunks, + raw_bytes=raw_bytes, + provider_config=provider_config, + ) + except Exception: + # Don't mask the original exception (incl. GeneratorExit) + # if scheduling the flush itself fails. + pass async def _async_streaming( @@ -411,23 +421,47 @@ async def _async_streaming( provider_config: "BasePassthroughConfig", ): iter_response = await response + + # Validate response status before consuming the body so 4xx/5xx + # responses raise without entering the chunk-collection path. try: iter_response.raise_for_status() - raw_bytes: List[bytes] = [] - - async for chunk in iter_response.aiter_bytes(): # type: ignore - raw_bytes.append(chunk) - yield chunk - - asyncio.create_task( - litellm_logging_obj.async_flush_passthrough_collected_chunks( - raw_bytes=raw_bytes, - provider_config=provider_config, - ) - ) except Exception: try: await iter_response.aclose() except Exception: pass raise + + raw_bytes: List[bytes] = [] + flush_scheduled = False + try: + async for chunk in iter_response.aiter_bytes(): # type: ignore + raw_bytes.append(chunk) + yield chunk + except Exception: + try: + await iter_response.aclose() + except Exception: + pass + raise + finally: + # Always flush collected chunks for spend tracking, even if the + # client disconnects mid-stream. On disconnect, Starlette calls + # aclose() on this generator, which raises GeneratorExit at the + # suspended `yield` — `except Exception` does not catch it, so + # the post-loop flush would otherwise be skipped and all + # captured per-chunk usage data lost. See LIT-2642. + if not flush_scheduled and raw_bytes: + flush_scheduled = True + try: + asyncio.create_task( + litellm_logging_obj.async_flush_passthrough_collected_chunks( + raw_bytes=raw_bytes, + provider_config=provider_config, + ) + ) + except Exception: + # Don't mask the original exception (incl. GeneratorExit) + # if scheduling the flush itself fails. + pass diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index 302d7e76ed..fe5bd42a60 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -41,16 +41,17 @@ class PassThroughStreamingHandler: - Collect non-empty chunks for post-processing (logging) - Inject cost into chunks if include_cost_in_streaming_usage is enabled """ - try: - raw_bytes: List[bytes] = [] - # Extract model name for cost injection - model_name = PassThroughStreamingHandler._extract_model_for_cost_injection( - request_body=request_body, - url_route=url_route, - endpoint_type=endpoint_type, - litellm_logging_obj=litellm_logging_obj, - ) + raw_bytes: List[bytes] = [] + logging_scheduled = False + # Extract model name for cost injection + model_name = PassThroughStreamingHandler._extract_model_for_cost_injection( + request_body=request_body, + url_route=url_route, + endpoint_type=endpoint_type, + litellm_logging_obj=litellm_logging_obj, + ) + try: async for chunk in response.aiter_bytes(): raw_bytes.append(chunk) if ( @@ -73,25 +74,37 @@ class PassThroughStreamingHandler: chunk = modified_chunk yield chunk - - # After all chunks are processed, handle post-processing - end_time = datetime.now() - - asyncio.create_task( - PassThroughStreamingHandler._route_streaming_logging_to_handler( - litellm_logging_obj=litellm_logging_obj, - passthrough_success_handler_obj=passthrough_success_handler_obj, - url_route=url_route, - request_body=request_body or {}, - endpoint_type=endpoint_type, - start_time=start_time, - raw_bytes=raw_bytes, - end_time=end_time, - ) - ) except Exception as e: verbose_proxy_logger.error(f"Error in chunk_processor: {str(e)}") raise + finally: + # Always log collected chunks for spend tracking, even if the + # client disconnects mid-stream. On disconnect, Starlette calls + # aclose() on this async generator, which raises GeneratorExit + # at the suspended `yield` — `except Exception` does not catch + # it, so post-loop logging would otherwise be skipped and all + # captured per-chunk usage data lost (e.g. for interrupted + # Bedrock streams). See LIT-2642. + if not logging_scheduled and raw_bytes: + logging_scheduled = True + try: + end_time = datetime.now() + asyncio.create_task( + PassThroughStreamingHandler._route_streaming_logging_to_handler( + litellm_logging_obj=litellm_logging_obj, + passthrough_success_handler_obj=passthrough_success_handler_obj, + url_route=url_route, + request_body=request_body or {}, + endpoint_type=endpoint_type, + start_time=start_time, + raw_bytes=raw_bytes, + end_time=end_time, + ) + ) + except Exception as e: + verbose_proxy_logger.error( + f"Error scheduling chunk_processor logging: {str(e)}" + ) @staticmethod async def _route_streaming_logging_to_handler( diff --git a/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py b/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py new file mode 100644 index 0000000000..a1685c4a1d --- /dev/null +++ b/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py @@ -0,0 +1,297 @@ +""" +Regression tests for LIT-2642 — interrupted streaming responses must still +flush collected chunks so spend is tracked even when the client disconnects +mid-stream. + +Bedrock invoke streaming was the reported reproducer: the proxy passes the +upstream stream through `_async_streaming` in `litellm/passthrough/main.py`, +which collects bytes and triggers `async_flush_passthrough_collected_chunks` +once the loop completes. When a FastAPI client disconnects mid-stream, +Starlette calls `aclose()` on the async generator and raises `GeneratorExit` +at the suspended `yield`. The previous `except Exception` branch did not +catch `GeneratorExit`, so the post-loop flush was skipped and all per-chunk +usage data was dropped. +""" + +from typing import List +from unittest.mock import AsyncMock, MagicMock + +import httpx +import pytest + + +def _make_streaming_response(chunks: List[bytes]): + """Build a mock httpx.Response that streams the given chunks via aiter_bytes.""" + mock = MagicMock(spec=httpx.Response) + mock.status_code = 200 + mock.headers = httpx.Headers({"content-type": "application/vnd.amazon.eventstream"}) + mock.raise_for_status = MagicMock(return_value=None) + + async def _aiter_bytes(): + for chunk in chunks: + yield chunk + + mock.aiter_bytes = _aiter_bytes + mock.aclose = AsyncMock() + return mock + + +def _make_logging_obj(): + mock = MagicMock() + mock.async_flush_passthrough_collected_chunks = AsyncMock() + return mock + + +@pytest.mark.asyncio +async def test_async_streaming_flushes_on_normal_completion(): + """Baseline: full stream consumption flushes collected chunks once.""" + from litellm.passthrough.main import _async_streaming + + chunks = [b"chunk-1", b"chunk-2", b"chunk-3"] + mock_response = _make_streaming_response(chunks) + + async def response_coro(): + return mock_response + + mock_logging_obj = _make_logging_obj() + provider_config = MagicMock() + + received = [] + async for chunk in _async_streaming( + response=response_coro(), + litellm_logging_obj=mock_logging_obj, + provider_config=provider_config, + ): + received.append(chunk) + + assert received == chunks + + # Allow the scheduled task to run. + import asyncio + + await asyncio.sleep(0) + + mock_logging_obj.async_flush_passthrough_collected_chunks.assert_called_once() + call_kwargs = ( + mock_logging_obj.async_flush_passthrough_collected_chunks.call_args.kwargs + ) + assert call_kwargs["raw_bytes"] == chunks + assert call_kwargs["provider_config"] is provider_config + + +@pytest.mark.asyncio +async def test_async_streaming_flushes_on_client_disconnect(): + """ + LIT-2642 regression: GeneratorExit (raised when the consumer disconnects + mid-stream) must still flush whatever chunks we already collected so + spend tracking captures the partial usage. + """ + from litellm.passthrough.main import _async_streaming + + chunks = [ + b'{"chunk": 1, "outputTokens": 10}', + b'{"chunk": 2, "outputTokens": 12}', + b'{"chunk": 3, "outputTokens": 8}', + ] + mock_response = _make_streaming_response(chunks) + + async def response_coro(): + return mock_response + + mock_logging_obj = _make_logging_obj() + provider_config = MagicMock() + + gen = _async_streaming( + response=response_coro(), + litellm_logging_obj=mock_logging_obj, + provider_config=provider_config, + ) + + # Pull one chunk, then close the generator early — mirrors what + # Starlette does when the HTTP client disconnects mid-stream. + received = [await gen.__anext__()] + await gen.aclose() + + assert received == [chunks[0]] + + # Allow the scheduled flush task to run. + import asyncio + + await asyncio.sleep(0) + + mock_logging_obj.async_flush_passthrough_collected_chunks.assert_called_once() + call_kwargs = ( + mock_logging_obj.async_flush_passthrough_collected_chunks.call_args.kwargs + ) + # Only the first chunk was consumed before disconnect; that's what we + # must hand off to the cost-tracking flush so partial usage isn't + # silently dropped. + assert call_kwargs["raw_bytes"] == [chunks[0]] + + +@pytest.mark.asyncio +async def test_async_streaming_does_not_flush_on_4xx(): + """Error responses must still raise without entering the flush path.""" + from litellm.passthrough.main import _async_streaming + + err_response = MagicMock(spec=httpx.Response) + err_response.status_code = 429 + + def _raise(): + raise httpx.HTTPStatusError( + "429", + request=httpx.Request("POST", "https://example.com"), + response=httpx.Response( + 429, request=httpx.Request("POST", "https://example.com") + ), + ) + + err_response.raise_for_status = _raise + err_response.aclose = AsyncMock() + + async def response_coro(): + return err_response + + mock_logging_obj = _make_logging_obj() + + with pytest.raises(httpx.HTTPStatusError): + async for _ in _async_streaming( + response=response_coro(), + litellm_logging_obj=mock_logging_obj, + provider_config=MagicMock(), + ): + pass + + # No bytes were collected, so no flush should have been scheduled. + mock_logging_obj.async_flush_passthrough_collected_chunks.assert_not_called() + + +@pytest.mark.asyncio +async def test_async_streaming_flushes_on_upstream_exception_with_partial_data(): + """ + If the upstream connection drops mid-stream and aiter_bytes raises, + we still surface the exception, but partial chunks already collected + are flushed so spend tracking isn't fully lost. + """ + from litellm.passthrough.main import _async_streaming + + partial_chunks = [b"partial-chunk-1", b"partial-chunk-2"] + + mock_response = MagicMock(spec=httpx.Response) + mock_response.status_code = 200 + mock_response.raise_for_status = MagicMock(return_value=None) + mock_response.aclose = AsyncMock() + + async def _aiter_bytes_then_raise(): + for c in partial_chunks: + yield c + raise httpx.ReadError("upstream disconnected") + + mock_response.aiter_bytes = _aiter_bytes_then_raise + + async def response_coro(): + return mock_response + + mock_logging_obj = _make_logging_obj() + provider_config = MagicMock() + + received = [] + with pytest.raises(httpx.ReadError): + async for chunk in _async_streaming( + response=response_coro(), + litellm_logging_obj=mock_logging_obj, + provider_config=provider_config, + ): + received.append(chunk) + + assert received == partial_chunks + + import asyncio + + await asyncio.sleep(0) + + mock_logging_obj.async_flush_passthrough_collected_chunks.assert_called_once() + call_kwargs = ( + mock_logging_obj.async_flush_passthrough_collected_chunks.call_args.kwargs + ) + assert call_kwargs["raw_bytes"] == partial_chunks + + +def test_sync_streaming_flushes_on_normal_completion(): + """Baseline for the sync codepath.""" + from litellm.passthrough.main import _sync_streaming + + chunks = [b"a", b"b", b"c"] + + mock_response = MagicMock(spec=httpx.Response) + + def _iter_bytes(): + yield from chunks + + mock_response.iter_bytes = _iter_bytes + + mock_logging_obj = MagicMock() + mock_logging_obj.flush_passthrough_collected_chunks = MagicMock() + provider_config = MagicMock() + + # Use a synchronous in-process executor so we can assert immediately. + class _ImmediateExecutor: + def submit(self, fn, *args, **kwargs): + fn(*args, **kwargs) + + from unittest.mock import patch + + with patch("litellm.utils.executor", _ImmediateExecutor()): + received = list( + _sync_streaming( + response=mock_response, + litellm_logging_obj=mock_logging_obj, + provider_config=provider_config, + ) + ) + + assert received == chunks + mock_logging_obj.flush_passthrough_collected_chunks.assert_called_once() + + +def test_sync_streaming_flushes_on_early_close(): + """ + Sync analog of LIT-2642: closing the generator early must still flush + so per-chunk usage data is not silently dropped. + """ + from litellm.passthrough.main import _sync_streaming + + chunks = [b"first", b"second", b"third"] + + mock_response = MagicMock(spec=httpx.Response) + + def _iter_bytes(): + yield from chunks + + mock_response.iter_bytes = _iter_bytes + + mock_logging_obj = MagicMock() + mock_logging_obj.flush_passthrough_collected_chunks = MagicMock() + provider_config = MagicMock() + + class _ImmediateExecutor: + def submit(self, fn, *args, **kwargs): + fn(*args, **kwargs) + + from unittest.mock import patch + + with patch("litellm.utils.executor", _ImmediateExecutor()): + gen = _sync_streaming( + response=mock_response, + litellm_logging_obj=mock_logging_obj, + provider_config=provider_config, + ) + + # Consume one chunk, then close — analog of a client disconnect. + first = next(gen) + gen.close() + + assert first == chunks[0] + mock_logging_obj.flush_passthrough_collected_chunks.assert_called_once() + call_kwargs = mock_logging_obj.flush_passthrough_collected_chunks.call_args.kwargs + assert call_kwargs["raw_bytes"] == [chunks[0]] diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py new file mode 100644 index 0000000000..3edbfef949 --- /dev/null +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py @@ -0,0 +1,144 @@ +""" +Regression tests for LIT-2642 — interrupted pass-through streams must still +trigger logging so spend is tracked. + +`PassThroughStreamingHandler.chunk_processor` collects bytes from the +upstream response and schedules `_route_streaming_logging_to_handler` once +the chunk loop completes. When a FastAPI client disconnects mid-stream, +Starlette calls `aclose()` on the async generator and raises `GeneratorExit` +at the suspended `yield`. The previous `except Exception` branch did not +catch `GeneratorExit`, so the post-loop logging task was never scheduled. +""" + +from datetime import datetime +from unittest.mock import AsyncMock, MagicMock, patch + +import httpx +import pytest + +from litellm.proxy.pass_through_endpoints.streaming_handler import ( + PassThroughStreamingHandler, +) +from litellm.types.passthrough_endpoints.pass_through_endpoints import EndpointType + + +def _make_streaming_response(chunks): + mock = MagicMock(spec=httpx.Response) + mock.status_code = 200 + + async def _aiter_bytes(): + for c in chunks: + yield c + + mock.aiter_bytes = _aiter_bytes + return mock + + +@pytest.mark.asyncio +async def test_chunk_processor_logs_on_normal_completion(): + """Baseline: full consumption schedules logging exactly once.""" + chunks = [b"chunk-1", b"chunk-2", b"chunk-3"] + response = _make_streaming_response(chunks) + + mock_logging_obj = MagicMock() + mock_passthrough_handler = MagicMock() + + with patch.object( + PassThroughStreamingHandler, + "_route_streaming_logging_to_handler", + new=AsyncMock(), + ) as mock_route: + received = [] + async for chunk in PassThroughStreamingHandler.chunk_processor( + response=response, + request_body={"model": "claude-3-haiku"}, + litellm_logging_obj=mock_logging_obj, + endpoint_type=EndpointType.GENERIC, + start_time=datetime.now(), + passthrough_success_handler_obj=mock_passthrough_handler, + url_route="/bedrock/model/claude/invoke-with-response-stream", + ): + received.append(chunk) + + import asyncio + + await asyncio.sleep(0) + + assert received == chunks + mock_route.assert_called_once() + call_kwargs = mock_route.call_args.kwargs + assert call_kwargs["raw_bytes"] == chunks + + +@pytest.mark.asyncio +async def test_chunk_processor_logs_on_client_disconnect(): + """ + LIT-2642 regression: closing the generator early (e.g. client + disconnect) must still schedule logging so per-chunk spend data + isn't dropped. + """ + chunks = [b"event-1", b"event-2", b"event-3"] + response = _make_streaming_response(chunks) + + mock_logging_obj = MagicMock() + mock_passthrough_handler = MagicMock() + + with patch.object( + PassThroughStreamingHandler, + "_route_streaming_logging_to_handler", + new=AsyncMock(), + ) as mock_route: + gen = PassThroughStreamingHandler.chunk_processor( + response=response, + request_body={"model": "claude-3-haiku"}, + litellm_logging_obj=mock_logging_obj, + endpoint_type=EndpointType.GENERIC, + start_time=datetime.now(), + passthrough_success_handler_obj=mock_passthrough_handler, + url_route="/bedrock/model/claude/invoke-with-response-stream", + ) + + # Consume one chunk, then close the generator — same path Starlette + # takes when the HTTP client disconnects mid-stream. + first = await gen.__anext__() + await gen.aclose() + + import asyncio + + await asyncio.sleep(0) + + assert first == chunks[0] + mock_route.assert_called_once() + call_kwargs = mock_route.call_args.kwargs + # Only one chunk made it through before disconnect — that is what + # the logging handler must be given so partial usage is captured. + assert call_kwargs["raw_bytes"] == [chunks[0]] + + +@pytest.mark.asyncio +async def test_chunk_processor_does_not_schedule_logging_when_no_chunks(): + """If no chunks were ever received, don't schedule a no-op logging task.""" + response = _make_streaming_response([]) + + mock_logging_obj = MagicMock() + mock_passthrough_handler = MagicMock() + + with patch.object( + PassThroughStreamingHandler, + "_route_streaming_logging_to_handler", + new=AsyncMock(), + ) as mock_route: + received = [] + async for chunk in PassThroughStreamingHandler.chunk_processor( + response=response, + request_body={"model": "claude-3-haiku"}, + litellm_logging_obj=mock_logging_obj, + endpoint_type=EndpointType.GENERIC, + start_time=datetime.now(), + passthrough_success_handler_obj=mock_passthrough_handler, + url_route="/bedrock/model/claude/invoke-with-response-stream", + ): + received.append(chunk) + + assert received == [] + mock_route.assert_not_called() From 8759413312c0ef1fe19520e12189a5c215d5146c Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Tue, 28 Apr 2026 22:52:43 +0000 Subject: [PATCH 73/80] refactor: trim explanatory comments from streaming-flush fix Strip module-level docstrings and per-test/per-block prose from the LIT-2642 fix and tests. Keep one short comment in each streaming site that flags the GeneratorExit-vs-Exception subtlety, since that's the non-obvious reason the flush lives in finally rather than after the loop. Pure cleanup; no behavior change. All 12 regression tests still pass. Co-authored-by: Mateo Wang --- litellm/passthrough/main.py | 19 +---- .../streaming_handler.py | 20 ++---- ...test_streaming_interrupt_spend_tracking.py | 69 +++---------------- .../test_streaming_handler_interrupt.py | 28 +------- 4 files changed, 17 insertions(+), 119 deletions(-) diff --git a/litellm/passthrough/main.py b/litellm/passthrough/main.py index 2a80e2bb63..9b669d1c2c 100644 --- a/litellm/passthrough/main.py +++ b/litellm/passthrough/main.py @@ -397,10 +397,6 @@ def _sync_streaming( raw_bytes.append(chunk) yield chunk finally: - # Always flush collected chunks for spend tracking, even if the - # consumer terminates the generator early (GeneratorExit). Without - # this, an interrupted stream loses all per-chunk usage data - # because the post-loop flush never runs. See LIT-2642. if not flush_scheduled and raw_bytes: flush_scheduled = True try: @@ -410,8 +406,6 @@ def _sync_streaming( provider_config=provider_config, ) except Exception: - # Don't mask the original exception (incl. GeneratorExit) - # if scheduling the flush itself fails. pass @@ -422,8 +416,6 @@ async def _async_streaming( ): iter_response = await response - # Validate response status before consuming the body so 4xx/5xx - # responses raise without entering the chunk-collection path. try: iter_response.raise_for_status() except Exception: @@ -446,12 +438,9 @@ async def _async_streaming( pass raise finally: - # Always flush collected chunks for spend tracking, even if the - # client disconnects mid-stream. On disconnect, Starlette calls - # aclose() on this generator, which raises GeneratorExit at the - # suspended `yield` — `except Exception` does not catch it, so - # the post-loop flush would otherwise be skipped and all - # captured per-chunk usage data lost. See LIT-2642. + # GeneratorExit (raised on client disconnect) is not caught by + # `except Exception`; the finally block ensures partial usage + # still gets flushed for spend tracking. See LIT-2642. if not flush_scheduled and raw_bytes: flush_scheduled = True try: @@ -462,6 +451,4 @@ async def _async_streaming( ) ) except Exception: - # Don't mask the original exception (incl. GeneratorExit) - # if scheduling the flush itself fails. pass diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index fe5bd42a60..cbfcd34c43 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -36,14 +36,8 @@ class PassThroughStreamingHandler: passthrough_success_handler_obj: PassThroughEndpointLogging, url_route: str, ): - """ - - Yields chunks from the response - - Collect non-empty chunks for post-processing (logging) - - Inject cost into chunks if include_cost_in_streaming_usage is enabled - """ raw_bytes: List[bytes] = [] logging_scheduled = False - # Extract model name for cost injection model_name = PassThroughStreamingHandler._extract_model_for_cost_injection( request_body=request_body, url_route=url_route, @@ -59,7 +53,6 @@ class PassThroughStreamingHandler: and model_name ): if endpoint_type == EndpointType.VERTEX_AI: - # Only handle streamRawPredict (uses Anthropic format) if "streamRawPredict" in url_route or "rawPredict" in url_route: modified_chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( chunk, model_name @@ -78,17 +71,12 @@ class PassThroughStreamingHandler: verbose_proxy_logger.error(f"Error in chunk_processor: {str(e)}") raise finally: - # Always log collected chunks for spend tracking, even if the - # client disconnects mid-stream. On disconnect, Starlette calls - # aclose() on this async generator, which raises GeneratorExit - # at the suspended `yield` — `except Exception` does not catch - # it, so post-loop logging would otherwise be skipped and all - # captured per-chunk usage data lost (e.g. for interrupted - # Bedrock streams). See LIT-2642. + # GeneratorExit (raised on client disconnect) is not caught by + # `except Exception`; the finally block ensures partial usage + # still gets logged for spend tracking. See LIT-2642. if not logging_scheduled and raw_bytes: logging_scheduled = True try: - end_time = datetime.now() asyncio.create_task( PassThroughStreamingHandler._route_streaming_logging_to_handler( litellm_logging_obj=litellm_logging_obj, @@ -98,7 +86,7 @@ class PassThroughStreamingHandler: endpoint_type=endpoint_type, start_time=start_time, raw_bytes=raw_bytes, - end_time=end_time, + end_time=datetime.now(), ) ) except Exception as e: diff --git a/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py b/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py index a1685c4a1d..f3fe3ae5c3 100644 --- a/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py +++ b/tests/test_litellm/passthrough/test_streaming_interrupt_spend_tracking.py @@ -1,27 +1,14 @@ -""" -Regression tests for LIT-2642 — interrupted streaming responses must still -flush collected chunks so spend is tracked even when the client disconnects -mid-stream. - -Bedrock invoke streaming was the reported reproducer: the proxy passes the -upstream stream through `_async_streaming` in `litellm/passthrough/main.py`, -which collects bytes and triggers `async_flush_passthrough_collected_chunks` -once the loop completes. When a FastAPI client disconnects mid-stream, -Starlette calls `aclose()` on the async generator and raises `GeneratorExit` -at the suspended `yield`. The previous `except Exception` branch did not -catch `GeneratorExit`, so the post-loop flush was skipped and all per-chunk -usage data was dropped. -""" +"""Regression tests for LIT-2642 — interrupted streams must still flush usage.""" +import asyncio from typing import List -from unittest.mock import AsyncMock, MagicMock +from unittest.mock import AsyncMock, MagicMock, patch import httpx import pytest def _make_streaming_response(chunks: List[bytes]): - """Build a mock httpx.Response that streams the given chunks via aiter_bytes.""" mock = MagicMock(spec=httpx.Response) mock.status_code = 200 mock.headers = httpx.Headers({"content-type": "application/vnd.amazon.eventstream"}) @@ -42,9 +29,13 @@ def _make_logging_obj(): return mock +class _ImmediateExecutor: + def submit(self, fn, *args, **kwargs): + fn(*args, **kwargs) + + @pytest.mark.asyncio async def test_async_streaming_flushes_on_normal_completion(): - """Baseline: full stream consumption flushes collected chunks once.""" from litellm.passthrough.main import _async_streaming chunks = [b"chunk-1", b"chunk-2", b"chunk-3"] @@ -66,9 +57,6 @@ async def test_async_streaming_flushes_on_normal_completion(): assert received == chunks - # Allow the scheduled task to run. - import asyncio - await asyncio.sleep(0) mock_logging_obj.async_flush_passthrough_collected_chunks.assert_called_once() @@ -81,11 +69,6 @@ async def test_async_streaming_flushes_on_normal_completion(): @pytest.mark.asyncio async def test_async_streaming_flushes_on_client_disconnect(): - """ - LIT-2642 regression: GeneratorExit (raised when the consumer disconnects - mid-stream) must still flush whatever chunks we already collected so - spend tracking captures the partial usage. - """ from litellm.passthrough.main import _async_streaming chunks = [ @@ -107,31 +90,22 @@ async def test_async_streaming_flushes_on_client_disconnect(): provider_config=provider_config, ) - # Pull one chunk, then close the generator early — mirrors what - # Starlette does when the HTTP client disconnects mid-stream. received = [await gen.__anext__()] await gen.aclose() assert received == [chunks[0]] - # Allow the scheduled flush task to run. - import asyncio - await asyncio.sleep(0) mock_logging_obj.async_flush_passthrough_collected_chunks.assert_called_once() call_kwargs = ( mock_logging_obj.async_flush_passthrough_collected_chunks.call_args.kwargs ) - # Only the first chunk was consumed before disconnect; that's what we - # must hand off to the cost-tracking flush so partial usage isn't - # silently dropped. assert call_kwargs["raw_bytes"] == [chunks[0]] @pytest.mark.asyncio async def test_async_streaming_does_not_flush_on_4xx(): - """Error responses must still raise without entering the flush path.""" from litellm.passthrough.main import _async_streaming err_response = MagicMock(spec=httpx.Response) @@ -162,17 +136,11 @@ async def test_async_streaming_does_not_flush_on_4xx(): ): pass - # No bytes were collected, so no flush should have been scheduled. mock_logging_obj.async_flush_passthrough_collected_chunks.assert_not_called() @pytest.mark.asyncio async def test_async_streaming_flushes_on_upstream_exception_with_partial_data(): - """ - If the upstream connection drops mid-stream and aiter_bytes raises, - we still surface the exception, but partial chunks already collected - are flushed so spend tracking isn't fully lost. - """ from litellm.passthrough.main import _async_streaming partial_chunks = [b"partial-chunk-1", b"partial-chunk-2"] @@ -206,8 +174,6 @@ async def test_async_streaming_flushes_on_upstream_exception_with_partial_data() assert received == partial_chunks - import asyncio - await asyncio.sleep(0) mock_logging_obj.async_flush_passthrough_collected_chunks.assert_called_once() @@ -218,7 +184,6 @@ async def test_async_streaming_flushes_on_upstream_exception_with_partial_data() def test_sync_streaming_flushes_on_normal_completion(): - """Baseline for the sync codepath.""" from litellm.passthrough.main import _sync_streaming chunks = [b"a", b"b", b"c"] @@ -234,13 +199,6 @@ def test_sync_streaming_flushes_on_normal_completion(): mock_logging_obj.flush_passthrough_collected_chunks = MagicMock() provider_config = MagicMock() - # Use a synchronous in-process executor so we can assert immediately. - class _ImmediateExecutor: - def submit(self, fn, *args, **kwargs): - fn(*args, **kwargs) - - from unittest.mock import patch - with patch("litellm.utils.executor", _ImmediateExecutor()): received = list( _sync_streaming( @@ -255,10 +213,6 @@ def test_sync_streaming_flushes_on_normal_completion(): def test_sync_streaming_flushes_on_early_close(): - """ - Sync analog of LIT-2642: closing the generator early must still flush - so per-chunk usage data is not silently dropped. - """ from litellm.passthrough.main import _sync_streaming chunks = [b"first", b"second", b"third"] @@ -274,12 +228,6 @@ def test_sync_streaming_flushes_on_early_close(): mock_logging_obj.flush_passthrough_collected_chunks = MagicMock() provider_config = MagicMock() - class _ImmediateExecutor: - def submit(self, fn, *args, **kwargs): - fn(*args, **kwargs) - - from unittest.mock import patch - with patch("litellm.utils.executor", _ImmediateExecutor()): gen = _sync_streaming( response=mock_response, @@ -287,7 +235,6 @@ def test_sync_streaming_flushes_on_early_close(): provider_config=provider_config, ) - # Consume one chunk, then close — analog of a client disconnect. first = next(gen) gen.close() diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py index 3edbfef949..f73aee77cc 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py @@ -1,15 +1,6 @@ -""" -Regression tests for LIT-2642 — interrupted pass-through streams must still -trigger logging so spend is tracked. - -`PassThroughStreamingHandler.chunk_processor` collects bytes from the -upstream response and schedules `_route_streaming_logging_to_handler` once -the chunk loop completes. When a FastAPI client disconnects mid-stream, -Starlette calls `aclose()` on the async generator and raises `GeneratorExit` -at the suspended `yield`. The previous `except Exception` branch did not -catch `GeneratorExit`, so the post-loop logging task was never scheduled. -""" +"""Regression tests for LIT-2642 — interrupted pass-through streams must still log usage.""" +import asyncio from datetime import datetime from unittest.mock import AsyncMock, MagicMock, patch @@ -36,7 +27,6 @@ def _make_streaming_response(chunks): @pytest.mark.asyncio async def test_chunk_processor_logs_on_normal_completion(): - """Baseline: full consumption schedules logging exactly once.""" chunks = [b"chunk-1", b"chunk-2", b"chunk-3"] response = _make_streaming_response(chunks) @@ -60,8 +50,6 @@ async def test_chunk_processor_logs_on_normal_completion(): ): received.append(chunk) - import asyncio - await asyncio.sleep(0) assert received == chunks @@ -72,11 +60,6 @@ async def test_chunk_processor_logs_on_normal_completion(): @pytest.mark.asyncio async def test_chunk_processor_logs_on_client_disconnect(): - """ - LIT-2642 regression: closing the generator early (e.g. client - disconnect) must still schedule logging so per-chunk spend data - isn't dropped. - """ chunks = [b"event-1", b"event-2", b"event-3"] response = _make_streaming_response(chunks) @@ -98,26 +81,19 @@ async def test_chunk_processor_logs_on_client_disconnect(): url_route="/bedrock/model/claude/invoke-with-response-stream", ) - # Consume one chunk, then close the generator — same path Starlette - # takes when the HTTP client disconnects mid-stream. first = await gen.__anext__() await gen.aclose() - import asyncio - await asyncio.sleep(0) assert first == chunks[0] mock_route.assert_called_once() call_kwargs = mock_route.call_args.kwargs - # Only one chunk made it through before disconnect — that is what - # the logging handler must be given so partial usage is captured. assert call_kwargs["raw_bytes"] == [chunks[0]] @pytest.mark.asyncio async def test_chunk_processor_does_not_schedule_logging_when_no_chunks(): - """If no chunks were ever received, don't schedule a no-op logging task.""" response = _make_streaming_response([]) mock_logging_obj = MagicMock() From 3791abf4bbc9153fdfc9d8a3d5cab849cb754393 Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Tue, 28 Apr 2026 22:54:58 +0000 Subject: [PATCH 74/80] fix(passthrough): log when streaming spend-tracking flush fails to schedule Address Greptile feedback: the bare `except Exception: pass` in the finally blocks of _sync_streaming / _async_streaming silently dropped errors from executor.submit() / asyncio.create_task() (e.g. saturated thread pool, closed event loop). Since the entire point of the fix is that spend tracking should not silently lose data, mirror the peer streaming_handler.py logging pattern so any scheduling failure is diagnosable in production. Co-authored-by: Mateo Wang --- litellm/passthrough/main.py | 19 +++++++++++++++---- 1 file changed, 15 insertions(+), 4 deletions(-) diff --git a/litellm/passthrough/main.py b/litellm/passthrough/main.py index 9b669d1c2c..c4c9aea6f6 100644 --- a/litellm/passthrough/main.py +++ b/litellm/passthrough/main.py @@ -21,6 +21,7 @@ import httpx from httpx._types import CookieTypes, QueryParamTypes, RequestFiles import litellm +from litellm._logging import verbose_logger from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler @@ -405,8 +406,13 @@ def _sync_streaming( raw_bytes=raw_bytes, provider_config=provider_config, ) - except Exception: - pass + except Exception as e: + verbose_logger.exception( + "Failed to schedule passthrough spend-tracking flush " + "in _sync_streaming; %d buffered chunks dropped: %s", + len(raw_bytes), + e, + ) async def _async_streaming( @@ -450,5 +456,10 @@ async def _async_streaming( provider_config=provider_config, ) ) - except Exception: - pass + except Exception as e: + verbose_logger.exception( + "Failed to schedule passthrough spend-tracking flush " + "in _async_streaming; %d buffered chunks dropped: %s", + len(raw_bytes), + e, + ) From 1005fcd592180bd22f44ab21c5f154351d8709ed Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Wed, 29 Apr 2026 19:49:27 -0700 Subject: [PATCH 75/80] [Fix] CI/Tooling: Correct min-release-age value in .npmrc files npm's `min-release-age` config has type `[null, Number]`. The value `3d` parses to NaN, which propagates into `before = new Date(NaN)` (Invalid Date). Pacote then calls `.toISOString()` on it and throws `RangeError: Invalid time value`, breaking every local `npm install`. Drop the `d` suffix in all six `.npmrc` files. The `` in npm's type hint is a label, not part of the value. This is a no-op for CI (`npm ci` ignores this setting per the comment in the file) but unblocks local `npm install`. --- .npmrc | 2 +- litellm-js/proxy/.npmrc | 2 +- litellm-js/spend-logs/.npmrc | 2 +- tests/proxy_admin_ui_tests/.npmrc | 2 +- tests/proxy_admin_ui_tests/ui_unit_tests/.npmrc | 2 +- ui/litellm-dashboard/.npmrc | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.npmrc b/.npmrc index 168e81a1c4..7999681cc3 100644 --- a/.npmrc +++ b/.npmrc @@ -2,4 +2,4 @@ # Packages needing lifecycle scripts: npm rebuild ignore-scripts=true # Protects local npm install only — npm ci (used in CI) ignores this -min-release-age=3d +min-release-age=3 diff --git a/litellm-js/proxy/.npmrc b/litellm-js/proxy/.npmrc index 168e81a1c4..7999681cc3 100644 --- a/litellm-js/proxy/.npmrc +++ b/litellm-js/proxy/.npmrc @@ -2,4 +2,4 @@ # Packages needing lifecycle scripts: npm rebuild ignore-scripts=true # Protects local npm install only — npm ci (used in CI) ignores this -min-release-age=3d +min-release-age=3 diff --git a/litellm-js/spend-logs/.npmrc b/litellm-js/spend-logs/.npmrc index 168e81a1c4..7999681cc3 100644 --- a/litellm-js/spend-logs/.npmrc +++ b/litellm-js/spend-logs/.npmrc @@ -2,4 +2,4 @@ # Packages needing lifecycle scripts: npm rebuild ignore-scripts=true # Protects local npm install only — npm ci (used in CI) ignores this -min-release-age=3d +min-release-age=3 diff --git a/tests/proxy_admin_ui_tests/.npmrc b/tests/proxy_admin_ui_tests/.npmrc index 168e81a1c4..7999681cc3 100644 --- a/tests/proxy_admin_ui_tests/.npmrc +++ b/tests/proxy_admin_ui_tests/.npmrc @@ -2,4 +2,4 @@ # Packages needing lifecycle scripts: npm rebuild ignore-scripts=true # Protects local npm install only — npm ci (used in CI) ignores this -min-release-age=3d +min-release-age=3 diff --git a/tests/proxy_admin_ui_tests/ui_unit_tests/.npmrc b/tests/proxy_admin_ui_tests/ui_unit_tests/.npmrc index 168e81a1c4..7999681cc3 100644 --- a/tests/proxy_admin_ui_tests/ui_unit_tests/.npmrc +++ b/tests/proxy_admin_ui_tests/ui_unit_tests/.npmrc @@ -2,4 +2,4 @@ # Packages needing lifecycle scripts: npm rebuild ignore-scripts=true # Protects local npm install only — npm ci (used in CI) ignores this -min-release-age=3d +min-release-age=3 diff --git a/ui/litellm-dashboard/.npmrc b/ui/litellm-dashboard/.npmrc index 168e81a1c4..7999681cc3 100644 --- a/ui/litellm-dashboard/.npmrc +++ b/ui/litellm-dashboard/.npmrc @@ -2,4 +2,4 @@ # Packages needing lifecycle scripts: npm rebuild ignore-scripts=true # Protects local npm install only — npm ci (used in CI) ignores this -min-release-age=3d +min-release-age=3 From 793a35dfe2406c803a24a2b2174c6cc8dff970ae Mon Sep 17 00:00:00 2001 From: Cursor Agent Date: Thu, 30 Apr 2026 03:09:52 +0000 Subject: [PATCH 76/80] test(prometheus): update master-key hash assertions to alias PR #26484 substitutes LITELLM_PROXY_MASTER_KEY_ALIAS for hash_token(master_key) in UserAPIKeyAuth so the master key (or its hash) never reaches spend logs / metrics. The otel prometheus tests still hardcoded the SHA-256 of "sk-1234" ("88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"), so the metric labels no longer matched and test_proxy_failure_metrics failed. Reference the alias constant directly. https://claude.ai/code/session_01UkzyZKiADEkZDbZFwB98yV Co-authored-by: Mateo Wang --- tests/otel_tests/test_prometheus.py | 40 +++++++++++++++++++---------- 1 file changed, 26 insertions(+), 14 deletions(-) diff --git a/tests/otel_tests/test_prometheus.py b/tests/otel_tests/test_prometheus.py index 2d772c4a63..75061dda94 100644 --- a/tests/otel_tests/test_prometheus.py +++ b/tests/otel_tests/test_prometheus.py @@ -115,6 +115,13 @@ async def test_proxy_failure_metrics(): "litellm_llm_api_failed_requests_metric_total{", # Deprecated but may still be used ] + # Master-key auth substitutes LITELLM_PROXY_MASTER_KEY_ALIAS for + # hash_token(master_key) so the master key (or its hash) never + # propagates into metrics. See PR #26484. + from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS + + expected_hashed_api_key = LITELLM_PROXY_MASTER_KEY_ALIAS + # Check if either pattern is in metrics and contains required fields found_metric = False for pattern in expected_patterns: @@ -125,8 +132,7 @@ async def test_proxy_failure_metrics(): 'api_key_alias="None"' in line and 'exception_class="Openai.RateLimitError"' in line and 'exception_status="429"' in line - and 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + and f'hashed_api_key="{expected_hashed_api_key}"' in line and 'requested_model="fake-azure-endpoint"' in line and 'route="/chat/completions"' in line ): @@ -135,8 +141,7 @@ async def test_proxy_failure_metrics(): # For deprecated llm_api metric, check llm-specific fields elif "litellm_llm_api_failed_requests_metric_total{" in line: if ( - 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + f'hashed_api_key="{expected_hashed_api_key}"' in line and 'model="429"' in line ): # The deprecated metric uses the actual model from the request found_metric = True @@ -156,8 +161,7 @@ async def test_proxy_failure_metrics(): for line in metrics.split("\n"): if ( total_requests_pattern in line - and 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + and f'hashed_api_key="{expected_hashed_api_key}"' in line and 'requested_model="fake-azure-endpoint"' in line and 'status_code="429"' in line ): @@ -195,6 +199,12 @@ async def test_proxy_success_metrics(): assert END_USER_ID not in metrics + # Master-key auth substitutes LITELLM_PROXY_MASTER_KEY_ALIAS for + # hash_token(master_key) (PR #26484). + from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS + + expected_hashed_api_key = LITELLM_PROXY_MASTER_KEY_ALIAS + # Check if the success metric is present and correct - use flexible matching # Check for request_total_latency_metric with required fields # Note: The model can be "gpt-3.5-turbo-0301" or similar depending on what's returned @@ -203,8 +213,7 @@ async def test_proxy_success_metrics(): if ( "litellm_request_total_latency_metric_bucket{" in line and 'api_key_alias="None"' in line - and 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + and f'hashed_api_key="{expected_hashed_api_key}"' in line and 'requested_model="fake-openai-endpoint"' in line and 'le="0.005"' in line ): @@ -221,8 +230,7 @@ async def test_proxy_success_metrics(): if ( "litellm_llm_api_latency_metric_bucket{" in line and 'api_key_alias="None"' in line - and 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + and f'hashed_api_key="{expected_hashed_api_key}"' in line and 'requested_model="fake-openai-endpoint"' in line and 'le="0.005"' in line ): @@ -298,6 +306,12 @@ async def test_proxy_fallback_metrics(): print("/metrics", metrics) + # Master-key auth substitutes LITELLM_PROXY_MASTER_KEY_ALIAS for + # hash_token(master_key) (PR #26484). + from litellm.constants import LITELLM_PROXY_MASTER_KEY_ALIAS + + expected_hashed_api_key = LITELLM_PROXY_MASTER_KEY_ALIAS + # Check if successful fallback metric is incremented - use flexible matching found_successful_fallback = False for line in metrics.split("\n"): @@ -307,8 +321,7 @@ async def test_proxy_fallback_metrics(): and 'exception_class="Openai.RateLimitError"' in line and 'exception_status="429"' in line and 'fallback_model="fake-openai-endpoint"' in line - and 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + and f'hashed_api_key="{expected_hashed_api_key}"' in line and 'requested_model="fake-azure-endpoint"' in line and "1.0" in line ): @@ -328,8 +341,7 @@ async def test_proxy_fallback_metrics(): and 'exception_class="Openai.RateLimitError"' in line and 'exception_status="429"' in line and 'fallback_model="unknown-model"' in line - and 'hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b"' - in line + and f'hashed_api_key="{expected_hashed_api_key}"' in line and 'requested_model="fake-azure-endpoint"' in line and "1.0" in line ): From e4c4d9832fac23c5db557b390fab64000cfa020b Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Thu, 30 Apr 2026 03:23:46 +0000 Subject: [PATCH 77/80] chore(team): close authz bypass via the available-team check MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two paths previously treated ``_is_available_team`` as a blanket authorization bypass — the function was meant to let standard users self-join a public team but was wired into the broader admin gate without bounding the action being performed. Three concrete exposures resulted: 1. ``/team/member_add``: the bypass let an unprivileged caller add themselves as a Team Admin, or add an arbitrary other ``user_id`` into the team. 2. ``/team/permissions_update``: the same bypass let any authenticated user overwrite a team's ``team_member_permissions`` array, mutating the access policy for every member. 3. (Read endpoint ``/team/permissions_list`` is unchanged — it leaks read-only policy state to non-members but is out of scope of the advisory's recommendation; tracking separately.) This commit: - Splits ``_validate_team_member_add_permissions`` into early-return admin checks followed by an available-team self-join branch that enforces ``member.user_id == caller.user_id`` AND ``member.role == "user"`` for every member entry in the request. The bulk shape (``member: List[Member]``) is checked the same way, so a list with one valid self-entry plus one ``role=admin`` entry is rejected. Email-only members are rejected on the self-join path: matching by ``user_id`` is the only safe primitive at pre-validation time (resolving email→user_id earlier would let unauthenticated callers probe user existence). - Removes the ``_is_available_team`` clause from ``update_team_member_permissions`` entirely. Only proxy / team / org admins can update permission policies. Tests: - Update the two existing ``_validate_team_member_add_permissions`` unit tests to pass the new ``data`` argument. - Add six regression tests covering the privesc shape (role=admin), the cross-user-injection shape (other user_id), the no-caller-uid fail-closed case, the email-only rejection, and the bulk shape. - ``test_team_endpoints.py`` 133/133 pass. --- .../management_endpoints/team_endpoints.py | 76 ++++-- .../test_team_endpoints.py | 249 +++++++++++++++++- 2 files changed, 300 insertions(+), 25 deletions(-) diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index e29b67724c..bcafd93a4c 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -2003,21 +2003,34 @@ def team_member_add_duplication_check( async def _validate_team_member_add_permissions( user_api_key_dict: UserAPIKeyAuth, complete_team_data: LiteLLM_TeamTable, + data: TeamMemberAddRequest, ) -> None: - """Validate if user has permission to add members to the team.""" + """Validate if user has permission to add members to the team. + + Standard users can self-join an *available team*, but the bypass + must not be allowed to escalate them to ``role=admin`` or to add + other users into the team. When access is granted via the + available-team bypass we therefore enforce that every member in + the request matches the caller's own ``user_id`` and is being + added with ``role="user"``. + """ if ( - hasattr(user_api_key_dict, "user_role") - and user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN.value - and not _is_user_team_admin( - user_api_key_dict=user_api_key_dict, team_obj=complete_team_data - ) - and not await _is_user_org_admin_for_team( - user_api_key_dict=user_api_key_dict, team_obj=complete_team_data - ) - and not _is_available_team( - team_id=complete_team_data.team_id, - user_api_key_dict=user_api_key_dict, - ) + getattr(user_api_key_dict, "user_role", None) + == LitellmUserRoles.PROXY_ADMIN.value + ): + return + if _is_user_team_admin( + user_api_key_dict=user_api_key_dict, team_obj=complete_team_data + ): + return + if await _is_user_org_admin_for_team( + user_api_key_dict=user_api_key_dict, team_obj=complete_team_data + ): + return + + if not _is_available_team( + team_id=complete_team_data.team_id, + user_api_key_dict=user_api_key_dict, ): raise HTTPException( status_code=403, @@ -2029,6 +2042,34 @@ async def _validate_team_member_add_permissions( }, ) + # Available-team self-join: caller may add only themselves, only as a + # standard user. Enforce that here so the bypass cannot be used as a + # privilege-escalation or cross-user-injection primitive. + members = data.member if isinstance(data.member, list) else [data.member] + caller_user_id = getattr(user_api_key_dict, "user_id", None) + for member in members: + if getattr(member, "role", "user") != "user": + raise HTTPException( + status_code=403, + detail={ + "error": ( + "Available-team self-join cannot assign 'admin' role. " + "Only proxy/team/org admins can add admins to a team." + ) + }, + ) + member_user_id = getattr(member, "user_id", None) + if not caller_user_id or not member_user_id or member_user_id != caller_user_id: + raise HTTPException( + status_code=403, + detail={ + "error": ( + "Available-team self-join can only add the caller " + "(user_id must match the authenticated user's user_id)." + ) + }, + ) + async def _process_team_members( data: TeamMemberAddRequest, @@ -2384,6 +2425,7 @@ async def team_member_add( await _validate_team_member_add_permissions( user_api_key_dict=user_api_key_dict, complete_team_data=complete_team_data, + data=data, ) # Validate and populate user_email/user_id for members before processing @@ -4697,6 +4739,8 @@ async def update_team_member_permissions( complete_team_data = LiteLLM_TeamTable(**existing_team_row.model_dump()) + # Available-team self-join must NOT grant write access to team-wide + # permission policies; only proxy/team/org admins can update them. if ( hasattr(user_api_key_dict, "user_role") and user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN.value @@ -4706,16 +4750,12 @@ async def update_team_member_permissions( and not await _is_user_org_admin_for_team( user_api_key_dict=user_api_key_dict, team_obj=complete_team_data ) - and not _is_available_team( - team_id=complete_team_data.team_id, - user_api_key_dict=user_api_key_dict, - ) ): raise HTTPException( status_code=403, detail={ "error": "Call not allowed. User not proxy admin OR team admin. route={}, team_id={}".format( - "/team/member_add", + "/team/permissions_update", complete_team_data.team_id, ) }, diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py index ffad052a2c..6b87e804d0 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py @@ -968,6 +968,20 @@ def test_add_new_models_to_team(): ) +def _make_team_member_add_request( + member_user_id: Optional[str] = "regular-user", + role: str = "user", + team_id: str = "test-team-123", +): + """Build a TeamMemberAddRequest with one Member entry for tests below.""" + from litellm.proxy._types import Member, TeamMemberAddRequest + + return TeamMemberAddRequest( + team_id=team_id, + member=Member(role=role, user_id=member_user_id), + ) + + @pytest.mark.asyncio async def test_validate_team_member_add_permissions_admin(): """ @@ -977,17 +991,15 @@ async def test_validate_team_member_add_permissions_admin(): _validate_team_member_add_permissions, ) - # Create admin user admin_user = UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN) - # Create mock team team = MagicMock(spec=LiteLLM_TeamTable) team.team_id = "test-team-123" - # Should not raise any exception for admin await _validate_team_member_add_permissions( user_api_key_dict=admin_user, complete_team_data=team, + data=_make_team_member_add_request(member_user_id="any-user", role="admin"), ) @@ -1000,20 +1012,17 @@ async def test_validate_team_member_add_permissions_non_admin(): _validate_team_member_add_permissions, ) - # Create non-admin user regular_user = UserAPIKeyAuth( user_id="regular-user", user_role=LitellmUserRoles.INTERNAL_USER, team_id="different-team", ) - # Create mock team team = MagicMock(spec=LiteLLM_TeamTable) team.team_id = "test-team-123" team.members_with_roles = [] team.organization_id = None - # Mock the helper functions to return False with ( patch( "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", @@ -1024,17 +1033,243 @@ async def test_validate_team_member_add_permissions_non_admin(): return_value=False, ), ): - # Should raise HTTPException for non-admin with pytest.raises(HTTPException) as exc_info: await _validate_team_member_add_permissions( user_api_key_dict=regular_user, complete_team_data=team, + data=_make_team_member_add_request(), ) assert exc_info.value.status_code == 403 assert "not proxy admin OR team admin" in str(exc_info.value.detail) +# ── VERIA-56 regression tests for _is_available_team self-join enforcement ─── + + +@pytest.mark.asyncio +async def test_available_team_self_join_with_caller_user_id_allowed(): + """A standard user adding themselves to an available team with role=user + is the only legitimate use of the available-team bypass.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _validate_team_member_add_permissions, + ) + + user = UserAPIKeyAuth( + user_id="alice", + user_role=LitellmUserRoles.INTERNAL_USER, + ) + + team = MagicMock(spec=LiteLLM_TeamTable) + team.team_id = "public-team" + team.members_with_roles = [] + team.organization_id = None + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + ): + await _validate_team_member_add_permissions( + user_api_key_dict=user, + complete_team_data=team, + data=_make_team_member_add_request(member_user_id="alice", role="user"), + ) + + +@pytest.mark.asyncio +async def test_available_team_self_join_blocks_admin_role(): + """Privesc shape from VERIA-56: caller adds themselves with role=admin + via the available-team bypass. Must be rejected.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _validate_team_member_add_permissions, + ) + + user = UserAPIKeyAuth(user_id="alice", user_role=LitellmUserRoles.INTERNAL_USER) + team = MagicMock(spec=LiteLLM_TeamTable) + team.team_id = "public-team" + team.members_with_roles = [] + team.organization_id = None + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + pytest.raises(HTTPException) as exc_info, + ): + await _validate_team_member_add_permissions( + user_api_key_dict=user, + complete_team_data=team, + data=_make_team_member_add_request(member_user_id="alice", role="admin"), + ) + + assert exc_info.value.status_code == 403 + assert "admin" in str(exc_info.value.detail).lower() + + +@pytest.mark.asyncio +async def test_available_team_self_join_blocks_other_user_id(): + """Cross-user-injection shape from VERIA-56: caller adds someone else + via the available-team bypass. Must be rejected.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _validate_team_member_add_permissions, + ) + + user = UserAPIKeyAuth(user_id="alice", user_role=LitellmUserRoles.INTERNAL_USER) + team = MagicMock(spec=LiteLLM_TeamTable) + team.team_id = "public-team" + team.members_with_roles = [] + team.organization_id = None + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + pytest.raises(HTTPException) as exc_info, + ): + await _validate_team_member_add_permissions( + user_api_key_dict=user, + complete_team_data=team, + data=_make_team_member_add_request( + member_user_id="bob-victim", role="user" + ), + ) + + assert exc_info.value.status_code == 403 + + +@pytest.mark.asyncio +async def test_available_team_self_join_blocks_when_caller_has_no_user_id(): + """If the auth context has no user_id we cannot prove self-join, so the + bypass must fail closed.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _validate_team_member_add_permissions, + ) + + user = UserAPIKeyAuth(user_role=LitellmUserRoles.INTERNAL_USER) # no user_id + team = MagicMock(spec=LiteLLM_TeamTable) + team.team_id = "public-team" + team.members_with_roles = [] + team.organization_id = None + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + pytest.raises(HTTPException) as exc_info, + ): + await _validate_team_member_add_permissions( + user_api_key_dict=user, + complete_team_data=team, + data=_make_team_member_add_request(member_user_id="alice", role="user"), + ) + + assert exc_info.value.status_code == 403 + + +@pytest.mark.asyncio +async def test_available_team_self_join_blocks_email_only_member(): + """An email-only member entry can't be safely self-join-validated; the + caller must use their own user_id explicitly.""" + from litellm.proxy._types import Member, TeamMemberAddRequest + from litellm.proxy.management_endpoints.team_endpoints import ( + _validate_team_member_add_permissions, + ) + + user = UserAPIKeyAuth(user_id="alice", user_role=LitellmUserRoles.INTERNAL_USER) + team = MagicMock(spec=LiteLLM_TeamTable) + team.team_id = "public-team" + team.members_with_roles = [] + team.organization_id = None + + data = TeamMemberAddRequest( + team_id="public-team", + member=Member(role="user", user_email="alice@example.com"), + ) + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + pytest.raises(HTTPException) as exc_info, + ): + await _validate_team_member_add_permissions( + user_api_key_dict=user, + complete_team_data=team, + data=data, + ) + + assert exc_info.value.status_code == 403 + + +@pytest.mark.asyncio +async def test_available_team_self_join_blocks_admin_role_in_member_list(): + """Bulk shape: list of members where one has role=admin must be rejected + even if the caller's own entry is correct.""" + from litellm.proxy._types import Member, TeamMemberAddRequest + from litellm.proxy.management_endpoints.team_endpoints import ( + _validate_team_member_add_permissions, + ) + + user = UserAPIKeyAuth(user_id="alice", user_role=LitellmUserRoles.INTERNAL_USER) + team = MagicMock(spec=LiteLLM_TeamTable) + team.team_id = "public-team" + team.members_with_roles = [] + team.organization_id = None + + data = TeamMemberAddRequest( + team_id="public-team", + member=[ + Member(role="user", user_id="alice"), + Member(role="admin", user_id="alice"), + ], + ) + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + pytest.raises(HTTPException) as exc_info, + ): + await _validate_team_member_add_permissions( + user_api_key_dict=user, + complete_team_data=team, + data=data, + ) + + assert exc_info.value.status_code == 403 + + @pytest.mark.asyncio async def test_process_team_members_single_member(): """ From 72674b06b5aff2737c8801dc7305336fb4b62c99 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Thu, 30 Apr 2026 03:37:41 +0000 Subject: [PATCH 78/80] test(team): add /team/permissions_update regression for available-team bypass MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Greptile P2: the bypass removal in update_team_member_permissions had no dedicated regression test. Adds an integration-style test that posts to /team/permissions_update as a non-admin caller while ``_is_available_team`` is mocked True, and asserts a 403 — pinning the bypass-removal against future regressions in the same way the new member-add unit tests pin the self-join enforcement. --- .../test_team_endpoints.py | 60 +++++++++++++++++++ 1 file changed, 60 insertions(+) diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py index 6b87e804d0..0362d6f97d 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py @@ -1270,6 +1270,66 @@ async def test_available_team_self_join_blocks_admin_role_in_member_list(): assert exc_info.value.status_code == 403 +@pytest.mark.asyncio +async def test_update_team_member_permissions_blocks_non_admin_via_available_team( + mock_db_client, +): + """A non-admin caller invoking /team/permissions_update on an available + team must be rejected. The previous code path delegated to + ``_is_available_team`` and accepted the write; this PR removes that + bypass entirely so the result is 403 even with the bypass mocked True.""" + test_team_id = "public-team" + update_payload = { + "team_id": test_team_id, + "team_member_permissions": ["/key/generate"], + } + + existing_row = MagicMock(spec=LiteLLM_TeamTable) + existing_row.model_dump.return_value = { + "team_id": test_team_id, + "team_alias": "Public Team", + "team_member_permissions": [], + "spend": 0.0, + "models": [], + } + existing_row.team_id = test_team_id + existing_row.members_with_roles = [] + existing_row.organization_id = None + + non_admin_auth = UserAPIKeyAuth( + user_id="alice", + user_role=LitellmUserRoles.INTERNAL_USER, + ) + + with ( + patch( + "litellm.proxy.management_endpoints.team_endpoints.get_team_object", + new_callable=AsyncMock, + return_value=existing_row, + ), + patch( + "litellm.proxy.management_endpoints.team_endpoints._is_user_team_admin", + return_value=False, + ), + patch( + # Even with the available-team bypass mocked True, the endpoint + # must NOT consult it any more — the gate should reject the + # non-admin caller outright. + "litellm.proxy.management_endpoints.team_endpoints._is_available_team", + return_value=True, + ), + ): + app.dependency_overrides[user_api_key_auth] = lambda: non_admin_auth + try: + response = client.post("/team/permissions_update", json=update_payload) + finally: + app.dependency_overrides = {} + + assert response.status_code == 403 + body = response.json() + assert "permissions_update" in str(body) or "not proxy admin" in str(body) + + @pytest.mark.asyncio async def test_process_team_members_single_member(): """ From adc2c55ffcdec80899960e17dd45ebc0fa8ea22f Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Thu, 30 Apr 2026 05:04:49 +0000 Subject: [PATCH 79/80] chore(team): audit-log team-callback admin mutations MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The two mutating endpoints in team_callback_endpoints.py (``/team/{id}/callback`` POST and ``/team/{id}/disable_logging``) wrote team metadata without emitting an audit-log row. The disable variant is the worst case: a logging-control action that itself isn't logged, so an admin (or compromised admin) could zero out a team's observability with no forensic trail. Add ``_emit_team_callback_audit_log`` mirroring the ``store_audit_logs``-gated pattern already used in team_endpoints.py for /team/new and /team/update. When ``litellm.store_audit_logs`` is True, both endpoints now emit an ``LiteLLM_AuditLogs`` row capturing the calling user, the API key, and the before/after team metadata. When the flag is False the helper is a no-op, so non-Enterprise deployments are unaffected. The ``litellm_changed_by`` header is now also accepted on ``/team/{id}/disable_logging`` to match the existing ``add_team_callbacks`` shape; the header is optional so existing callers are unaffected. Variant scope: the file has three endpoints — both mutating variants are now logged. The read-only ``GET /team/{id}/callback`` is unchanged. Other unlogged callback / logging-control admin endpoints elsewhere in the proxy (e.g. ``/cache/settings``, ``/config_overrides/hashicorp_vault``) are out of scope here and would be addressed in a separate PR. Tests cover both endpoints in both ``store_audit_logs`` states and verify that the captured before/after metadata reflects the actual mutation, plus that the ``litellm-changed-by`` header overrides the auth user_id when supplied. --- .../team_callback_endpoints.py | 77 +++++- .../test_team_callback_endpoints.py | 231 ++++++++++++++++++ 2 files changed, 307 insertions(+), 1 deletion(-) create mode 100644 tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py diff --git a/litellm/proxy/management_endpoints/team_callback_endpoints.py b/litellm/proxy/management_endpoints/team_callback_endpoints.py index 4eec7c6b7c..cd1d836369 100644 --- a/litellm/proxy/management_endpoints/team_callback_endpoints.py +++ b/litellm/proxy/management_endpoints/team_callback_endpoints.py @@ -4,15 +4,22 @@ Endpoints to control callbacks per team Use this when each team should control its own callbacks """ +import asyncio +import copy import json import traceback -from typing import List, Optional +from datetime import datetime, timezone +from typing import Any, List, Optional from fastapi import APIRouter, Depends, Header, HTTPException, Request, status +import litellm from litellm._logging import verbose_proxy_logger +from litellm._uuid import uuid from litellm.proxy._types import ( AddTeamCallback, + LiteLLM_AuditLogs, + LitellmTableNames, ProxyErrorTypes, ProxyException, TeamCallbackMetadata, @@ -24,6 +31,49 @@ from litellm.proxy.management_helpers.utils import management_endpoint_wrapper router = APIRouter() +async def _emit_team_callback_audit_log( + *, + team_id: str, + before_metadata: Any, + after_metadata: Any, + user_api_key_dict: UserAPIKeyAuth, + litellm_changed_by: Optional[str], +) -> None: + """Emit an audit-log row for a team-callback mutation. + + Mirrors the ``store_audit_logs``-gated pattern used in + ``team_endpoints.py``: the call is async-fire-and-forget and is a no-op + when audit logging is not enabled on the proxy. Captured under + ``LitellmTableNames.TEAM_TABLE_NAME`` so the row co-locates with other + team mutations in the audit table. + """ + if litellm.store_audit_logs is not True: + return + + from litellm.proxy.management_helpers.audit_logs import ( + create_audit_log_for_update, + ) + from litellm.proxy.proxy_server import litellm_proxy_admin_name + + asyncio.create_task( + create_audit_log_for_update( + request_data=LiteLLM_AuditLogs( + id=str(uuid.uuid4()), + updated_at=datetime.now(timezone.utc), + changed_by=litellm_changed_by + or user_api_key_dict.user_id + or litellm_proxy_admin_name, + changed_by_api_key=user_api_key_dict.api_key, + table_name=LitellmTableNames.TEAM_TABLE_NAME, + object_id=team_id, + action="updated", + updated_values=json.dumps({"metadata": after_metadata}, default=str), + before_value=json.dumps({"metadata": before_metadata}, default=str), + ) + ) + ) + + @router.post( "/team/{team_id:path}/callback", tags=["team management"], @@ -123,6 +173,7 @@ async def add_team_callbacks( param="callback_name", ) + before_metadata = copy.deepcopy(team_metadata) team_callback_settings.append(data.model_dump()) team_metadata["logging"] = team_callback_settings @@ -132,6 +183,14 @@ async def add_team_callbacks( where={"team_id": team_id}, data={"metadata": team_metadata_json} # type: ignore ) + await _emit_team_callback_audit_log( + team_id=team_id, + before_metadata=before_metadata, + after_metadata=team_metadata, + user_api_key_dict=user_api_key_dict, + litellm_changed_by=litellm_changed_by, + ) + return { "status": "success", "data": new_team_row, @@ -165,6 +224,10 @@ async def disable_team_logging( http_request: Request, team_id: str, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), + litellm_changed_by: Optional[str] = Header( + None, + description="The litellm-changed-by header enables tracking of actions performed by authorized users on behalf of other users, providing an audit trail for accountability", + ), ): """ Disable all logging callbacks for a team @@ -198,6 +261,7 @@ async def disable_team_logging( # Update team metadata to disable logging team_metadata = _existing_team.metadata + before_metadata = copy.deepcopy(team_metadata) team_callback_settings = team_metadata.get("callback_settings", {}) team_callback_settings_obj = TeamCallbackMetadata(**team_callback_settings) @@ -222,6 +286,17 @@ async def disable_team_logging( }, ) + # Disabling a team's logging callbacks is itself a logging-control + # action — emit an audit-log row so the action remains traceable + # even though the team's own observability is now off. + await _emit_team_callback_audit_log( + team_id=team_id, + before_metadata=before_metadata, + after_metadata=team_metadata, + user_api_key_dict=user_api_key_dict, + litellm_changed_by=litellm_changed_by, + ) + return { "status": "success", "message": f"Logging disabled for team {team_id}", diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py new file mode 100644 index 0000000000..547c092ee3 --- /dev/null +++ b/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py @@ -0,0 +1,231 @@ +""" +Audit-log emission for the team-callback admin endpoints. + +The endpoints in ``team_callback_endpoints.py`` mutate a team's logging +callbacks (``add_team_callbacks``) or zero them out entirely +(``disable_team_logging``). Both are admin-only mutations, and the +disable variant is itself a logging-control action, so when the operator +has Enterprise audit logging enabled (``litellm.store_audit_logs = True``) +each call must emit a row that captures who did it and what the metadata +looked like before/after. +""" + +import json +from unittest.mock import AsyncMock, MagicMock, patch + +import pytest +from fastapi import Request + +import litellm +from litellm.proxy._types import ( + AddTeamCallback, + LitellmTableNames, + UserAPIKeyAuth, +) +from litellm.proxy.management_endpoints.team_callback_endpoints import ( + add_team_callbacks, + disable_team_logging, +) + + +def _admin_auth() -> UserAPIKeyAuth: + return UserAPIKeyAuth( + api_key="hashed", + user_id="admin-user", + user_role="proxy_admin", + ) + + +def _existing_team_row(metadata: dict) -> MagicMock: + row = MagicMock() + row.team_id = "team-1" + row.metadata = metadata + return row + + +def _patch_prisma(existing_metadata: dict): + """Build a context-manager that patches the proxy's ``prisma_client`` + to return ``existing_metadata`` from ``get_data`` and a stub team row + from ``litellm_teamtable.update``.""" + mock_prisma = MagicMock() + mock_prisma.get_data = AsyncMock(return_value=_existing_team_row(existing_metadata)) + + updated_row = MagicMock() + updated_row.team_id = "team-1" + mock_prisma.db.litellm_teamtable.update = AsyncMock(return_value=updated_row) + return mock_prisma + + +@pytest.mark.asyncio +async def test_disable_team_logging_emits_audit_log_when_enabled(monkeypatch): + monkeypatch.setattr(litellm, "store_audit_logs", True) + mock_prisma = _patch_prisma( + { + "callback_settings": { + "success_callback": ["langfuse"], + "failure_callback": [], + } + } + ) + + audit_calls = [] + + async def capture(request_data): + audit_calls.append(request_data) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), + patch("litellm.proxy.proxy_server.litellm_proxy_admin_name", "admin"), + patch( + "litellm.proxy.management_helpers.audit_logs.create_audit_log_for_update", + new=capture, + ), + ): + await disable_team_logging( + http_request=MagicMock(spec=Request), + team_id="team-1", + user_api_key_dict=_admin_auth(), + litellm_changed_by=None, + ) + # asyncio.create_task fires the coroutine eagerly; await one tick to let + # the audit-log emit run before the test exits. + import asyncio + + for _ in range(3): + await asyncio.sleep(0) + + assert len(audit_calls) == 1 + log = audit_calls[0] + assert log.table_name == LitellmTableNames.TEAM_TABLE_NAME + assert log.object_id == "team-1" + assert log.action == "updated" + assert log.changed_by == "admin-user" + + before = json.loads(log.before_value) + after = json.loads(log.updated_values) + # Before: the team's pre-existing success_callback survives in the snapshot. + assert before["metadata"]["callback_settings"]["success_callback"] == ["langfuse"] + # After: callbacks zeroed out by the endpoint. + assert after["metadata"]["callback_settings"]["success_callback"] == [] + assert after["metadata"]["callback_settings"]["failure_callback"] == [] + + +@pytest.mark.asyncio +async def test_disable_team_logging_no_audit_when_disabled(monkeypatch): + monkeypatch.setattr(litellm, "store_audit_logs", False) + mock_prisma = _patch_prisma( + { + "callback_settings": { + "success_callback": ["langfuse"], + "failure_callback": [], + } + } + ) + + audit_calls = [] + + async def capture(request_data): + audit_calls.append(request_data) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), + patch( + "litellm.proxy.management_helpers.audit_logs.create_audit_log_for_update", + new=capture, + ), + ): + await disable_team_logging( + http_request=MagicMock(spec=Request), + team_id="team-1", + user_api_key_dict=_admin_auth(), + litellm_changed_by=None, + ) + + assert audit_calls == [] + + +@pytest.mark.asyncio +async def test_add_team_callbacks_emits_audit_log_when_enabled(monkeypatch): + monkeypatch.setattr(litellm, "store_audit_logs", True) + mock_prisma = _patch_prisma({"logging": []}) + + audit_calls = [] + + async def capture(request_data): + audit_calls.append(request_data) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), + patch("litellm.proxy.proxy_server.litellm_proxy_admin_name", "admin"), + patch( + "litellm.proxy.management_helpers.audit_logs.create_audit_log_for_update", + new=capture, + ), + ): + await add_team_callbacks( + data=AddTeamCallback( + callback_name="langfuse", + callback_type="success", + callback_vars={ + "langfuse_public_key": "pk", + "langfuse_secret_key": "sk", + }, + ), + http_request=MagicMock(spec=Request), + team_id="team-1", + user_api_key_dict=_admin_auth(), + litellm_changed_by="ops-on-call", + ) + import asyncio + + for _ in range(3): + await asyncio.sleep(0) + + assert len(audit_calls) == 1 + log = audit_calls[0] + assert log.table_name == LitellmTableNames.TEAM_TABLE_NAME + assert log.object_id == "team-1" + assert log.action == "updated" + # ``litellm_changed_by`` header takes precedence over the auth user_id. + assert log.changed_by == "ops-on-call" + + before = json.loads(log.before_value) + after = json.loads(log.updated_values) + assert before["metadata"]["logging"] == [] + assert len(after["metadata"]["logging"]) == 1 + assert after["metadata"]["logging"][0]["callback_name"] == "langfuse" + + +@pytest.mark.asyncio +async def test_add_team_callbacks_no_audit_when_disabled(monkeypatch): + monkeypatch.setattr(litellm, "store_audit_logs", False) + mock_prisma = _patch_prisma({"logging": []}) + + audit_calls = [] + + async def capture(request_data): + audit_calls.append(request_data) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), + patch( + "litellm.proxy.management_helpers.audit_logs.create_audit_log_for_update", + new=capture, + ), + ): + await add_team_callbacks( + data=AddTeamCallback( + callback_name="langfuse", + callback_type="success", + callback_vars={ + "langfuse_public_key": "pk", + "langfuse_secret_key": "sk", + }, + ), + http_request=MagicMock(spec=Request), + team_id="team-1", + user_api_key_dict=_admin_auth(), + litellm_changed_by=None, + ) + + assert audit_calls == [] From 986cdedd4fae90ba6ae674ce56cec22094bc5047 Mon Sep 17 00:00:00 2001 From: user <70670632+stuxf@users.noreply.github.com> Date: Thu, 30 Apr 2026 05:18:29 +0000 Subject: [PATCH 80/80] fix(audit): redact callback secrets and surface fire-and-forget failures MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two Greptile P2s addressed: 1. (security) The audit-log row for an ``add_team_callbacks`` call would serialize the entire ``callback_vars`` block — including ``langfuse_secret_key``, ``langsmith_api_key``, and the GCS service account path — verbatim into ``LiteLLM_AuditLogs``. Anyone with read access to the audit table could harvest team callback credentials. Same risk for ``disable_team_logging`` when the team's existing row has populated ``callback_settings.callback_vars``. Add ``_redact_callback_secrets``: deep-copies the metadata snapshot and replaces every ``callback_vars`` value with ``***REDACTED***``. The keys are kept so an auditor can still see *which* fields changed. Applied to both before and after snapshots. 2. ``asyncio.create_task`` is fire-and-forget; if the audit-log write raises (transient DB error etc.) the exception is silently discarded by the event loop and the audit row is just missing — the exact gap this PR is closing. Attach a ``done_callback`` that logs the exception at warning level via ``verbose_proxy_logger`` so the operator sees there's a gap. Tests assert that callback values are not present in the serialized audit payload (both for ``add_team_callbacks`` and for ``disable_team_logging`` when the team's existing row has populated secrets). --- .../team_callback_endpoints.py | 63 ++++++++++++++++++- .../test_team_callback_endpoints.py | 63 +++++++++++++++++++ 2 files changed, 123 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/management_endpoints/team_callback_endpoints.py b/litellm/proxy/management_endpoints/team_callback_endpoints.py index cd1d836369..a6c0c7dcc0 100644 --- a/litellm/proxy/management_endpoints/team_callback_endpoints.py +++ b/litellm/proxy/management_endpoints/team_callback_endpoints.py @@ -31,6 +31,56 @@ from litellm.proxy.management_helpers.utils import management_endpoint_wrapper router = APIRouter() +_CALLBACK_VARS_REDACTED = "***REDACTED***" + + +def _redact_callback_secrets(metadata: Any) -> Any: + """Strip secret values out of a team-metadata snapshot before audit logging. + + Both ``team_metadata["logging"]`` (list of ``AddTeamCallback`` dicts) and + ``team_metadata["callback_settings"]["callback_vars"]`` carry provider + credentials such as ``langfuse_secret_key``, ``langsmith_api_key``, and + ``gcs_path_service_account``. Persisting them verbatim into + ``LiteLLM_AuditLogs`` would let anyone with read access to the audit + table harvest team callback credentials, so we replace each value with + a fixed marker. The keys themselves are kept so the audit reader can + still see *which* fields changed. + """ + if not isinstance(metadata, dict): + return metadata + redacted = copy.deepcopy(metadata) + logging_entries = redacted.get("logging") + if isinstance(logging_entries, list): + for entry in logging_entries: + if isinstance(entry, dict) and isinstance(entry.get("callback_vars"), dict): + entry["callback_vars"] = { + k: _CALLBACK_VARS_REDACTED for k in entry["callback_vars"] + } + callback_settings = redacted.get("callback_settings") + if isinstance(callback_settings, dict) and isinstance( + callback_settings.get("callback_vars"), dict + ): + callback_settings["callback_vars"] = { + k: _CALLBACK_VARS_REDACTED for k in callback_settings["callback_vars"] + } + return redacted + + +def _log_audit_task_exception(task: "asyncio.Task[None]") -> None: + """Surface a fire-and-forget audit-log task failure. + + ``asyncio.create_task`` swallows exceptions silently — if the audit + write fails (transient DB error etc.) we'd otherwise lose the row + without any signal. Log at warning level so the operator sees there's + a gap in the audit trail. + """ + if task.cancelled(): + return + exc = task.exception() + if exc is not None: + verbose_proxy_logger.warning("Failed to write team-callback audit log: %s", exc) + + async def _emit_team_callback_audit_log( *, team_id: str, @@ -46,6 +96,9 @@ async def _emit_team_callback_audit_log( when audit logging is not enabled on the proxy. Captured under ``LitellmTableNames.TEAM_TABLE_NAME`` so the row co-locates with other team mutations in the audit table. + + Callback secrets are redacted before serialization so the audit table + cannot itself become a credential-harvest sink. """ if litellm.store_audit_logs is not True: return @@ -55,7 +108,10 @@ async def _emit_team_callback_audit_log( ) from litellm.proxy.proxy_server import litellm_proxy_admin_name - asyncio.create_task( + redacted_before = _redact_callback_secrets(before_metadata) + redacted_after = _redact_callback_secrets(after_metadata) + + task = asyncio.create_task( create_audit_log_for_update( request_data=LiteLLM_AuditLogs( id=str(uuid.uuid4()), @@ -67,11 +123,12 @@ async def _emit_team_callback_audit_log( table_name=LitellmTableNames.TEAM_TABLE_NAME, object_id=team_id, action="updated", - updated_values=json.dumps({"metadata": after_metadata}, default=str), - before_value=json.dumps({"metadata": before_metadata}, default=str), + updated_values=json.dumps({"metadata": redacted_after}, default=str), + before_value=json.dumps({"metadata": redacted_before}, default=str), ) ) ) + task.add_done_callback(_log_audit_task_exception) @router.post( diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py index 547c092ee3..6c4d1be783 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_callback_endpoints.py @@ -195,6 +195,69 @@ async def test_add_team_callbacks_emits_audit_log_when_enabled(monkeypatch): assert len(after["metadata"]["logging"]) == 1 assert after["metadata"]["logging"][0]["callback_name"] == "langfuse" + # Callback secrets MUST NOT leak into the audit log payload. + callback_vars = after["metadata"]["logging"][0]["callback_vars"] + assert callback_vars["langfuse_public_key"] != "pk" + assert callback_vars["langfuse_secret_key"] != "sk" + # Key names are preserved so the auditor can see which fields changed. + assert "langfuse_public_key" in callback_vars + assert "langfuse_secret_key" in callback_vars + # And no plaintext secret should appear anywhere in the serialized row. + assert "sk" not in log.updated_values.replace("sk-", "") # crude leak check + assert "pk" not in (log.updated_values.replace("pk-", "").replace("public_key", "")) + + +@pytest.mark.asyncio +async def test_disable_team_logging_redacts_existing_callback_secrets(monkeypatch): + monkeypatch.setattr(litellm, "store_audit_logs", True) + # Existing team has populated callback_vars containing secrets — redaction + # must apply to the BEFORE snapshot too. + mock_prisma = _patch_prisma( + { + "callback_settings": { + "success_callback": ["langfuse"], + "failure_callback": [], + "callback_vars": { + "langfuse_public_key": "pk-real", + "langfuse_secret_key": "sk-real-secret", + }, + } + } + ) + + audit_calls = [] + + async def capture(request_data): + audit_calls.append(request_data) + + with ( + patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), + patch("litellm.proxy.proxy_server.litellm_proxy_admin_name", "admin"), + patch( + "litellm.proxy.management_helpers.audit_logs.create_audit_log_for_update", + new=capture, + ), + ): + await disable_team_logging( + http_request=MagicMock(spec=Request), + team_id="team-1", + user_api_key_dict=_admin_auth(), + litellm_changed_by=None, + ) + import asyncio + + for _ in range(3): + await asyncio.sleep(0) + + assert len(audit_calls) == 1 + log = audit_calls[0] + # The pre-existing secret_key value must NOT appear in the serialized + # before_value or updated_values. + assert "sk-real-secret" not in log.before_value + assert "sk-real-secret" not in log.updated_values + assert "pk-real" not in log.before_value + assert "pk-real" not in log.updated_values + @pytest.mark.asyncio async def test_add_team_callbacks_no_audit_when_disabled(monkeypatch):