* feat(guardrails): team-based guardrail registration and approval workflow
Add team-based guardrail submission system where teams can register
Generic Guardrail API guardrails for admin review. Includes:
- POST /guardrails/register endpoint for team-scoped submissions
- Admin review endpoints (list/get/approve/reject submissions)
- Team Guardrails tab in the UI dashboard
- extra_headers support for forwarding client headers to guardrail APIs
- Prisma schema migration for status, submitted_at, reviewed_at fields
- Documentation for team-based guardrails and static/dynamic headers
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(guardrails): address review feedback - SSRF, silent failure, redundant query
- Validate api_base URL scheme (http/https only) and hostname in
register_guardrail to prevent SSRF via team submissions
- Return warning field in approve response when in-memory initialization
fails so admins know the guardrail won't work until next sync cycle
- Eliminate redundant DB query in list_guardrail_submissions by fetching
all team guardrails once and deriving both filtered list and summary
counts from the single result set
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(guardrails): add pending_review status guard to reject endpoint
Prevent rejecting already-active or already-rejected guardrails, which
would create a DB/memory inconsistency (active in memory but rejected
in DB). Now mirrors the approve endpoint's status check.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
OpenRouter supports the Responses API at /api/v1/responses with
encrypted_content for multi-turn stateless reasoning workflows.
Without native registration, requests fall through to the chat
completion bridge, which uses a different format (reasoning_details)
and drops encrypted_content entirely.
This adds OpenRouterResponsesAPIConfig to route requests directly to
OpenRouter's Responses API endpoint, preserving encrypted_content.
Fixes https://github.com/BerriAI/litellm/issues/22189
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
The _resolve_jwks_url method checks response.status_code != 200, but
MagicMock returns a MagicMock object for status_code which is always
truthy (!= 200). Explicitly set mock_response.status_code = 200 so the
tests exercise the intended code path.
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* Add CrowdStrike AIDR guardrail hook
* fixup! use apply_guardrail event hook
* fixup! update imports
* fix(guardrails): include AI response in CrowdStrike AIDR output events
Issue:
_build_guard_input_for_response() was:
- Sending only the original user input (messages).
- Not sending the AI provider response.
This fix will:
- Extract response.choices from the ModelResponse object and include them in guard_input payload.
- Thus, ensure AIDR output rules receive the AI-generated content for analysis.
- Fix and update tests.
* fix(guardrails): prevent duplicate input events in CrowdStrike AIDR guardrail
Issue:
The CrowdStrike AIDR guardrail was running on during_call hooks wihtout event_hook configured.
This fix will:
- Set event_hook to ["pre_call", "post_call"] (AIDR admins will control what policy is applied)
This change will:
- Require default_on parameter
- Prevent duplicate API calls to AIDR for the same input
- Avoid unchecked AI provider API calls on during_call hook
* docs: add CrowdStrike AIDR to the list of Guardrails under Integrations
* docs: update CrowdStrike AIDR documentation page
---------
Co-authored-by: Konstantin Lapine <konstantin.lapine@crowdstrike.com>
Fixes NameError at runtime when ChatGPTToolCallNormalizer is
instantiated. The imports were missed when type hints were changed
from Python 3.10+ syntax (dict[], str | None) to typing module
syntax (Dict[], Optional[str]).
The previous check in _get_openai_compatible_provider_info() ran after
the model name was already split, so it never caught the second
get_llm_provider() call from the anthropic_messages bridge.
Moved the check to get_llm_provider() before the provider-list
stripping, using a pattern-based approach (custom_llm_provider ==
"openrouter" and model.startswith("openrouter/")) instead of a
hardcoded set. This covers all current and future native OpenRouter
models.
Updated tests to verify the bridge double-call scenario with
custom_llm_provider passed through.
Gemini API only accepts "user" and "model" roles. Function responses were
being sent without a role field, causing 400 errors on multi-turn tool
calling conversations.
Fixes#22003Fixes#20690
* fix(image_generation): propagate extra_headers to OpenAI image generation
Add headers parameter to image_generation() and aimage_generation() methods
in OpenAI provider, and pass headers from images/main.py to ensure custom
headers like cf-aig-authorization are properly forwarded to the OpenAI API.
Aligns behavior with completion() method and Azure provider implementation.
* test(image_generation): add tests for extra_headers propagation
Verify that extra_headers are correctly forwarded to OpenAI's
images.generate() in both sync and async paths, and that they
are absent when not provided.
* Add Prometheus child_exit cleanup for gunicorn workers
When a gunicorn worker exits (e.g. from max_requests recycling), its
per-process prometheus .db files remain on disk. For gauges using
livesum/liveall mode, this means the dead worker's last-known values
persist as if the process were still alive. Wire gunicorn's child_exit
hook to call mark_process_dead() so live-tracking gauges accurately
reflect only running workers.
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway (#21130)
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway provider config
* feat: add AssemblyAI LLM Gateway as OpenAI-compatible provider
* fix(mcp): update test mocks to use renamed filter_server_ids_by_ip_with_info
Tests were mocking the old method name `filter_server_ids_by_ip` but production
code at server.py:774 calls `filter_server_ids_by_ip_with_info` which returns
a (server_ids, blocked_count) tuple. The unmocked method on AsyncMock returned
a coroutine, causing "cannot unpack non-iterable coroutine object" errors.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update realtime guardrail test assertions for voice violation behavior
Tests were asserting no response.create/conversation.item.create sent to
backend when guardrail blocks, but the implementation intentionally sends
these to have the LLM voice the guardrail violation message to the user.
Updated assertions to verify the correct guardrail flow:
- response.cancel is sent to stop any in-progress response
- conversation.item.create with violation message is injected
- response.create is sent to voice the violation
- original blocked content is NOT forwarded
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(bedrock): restore parallel_tool_calls mapping in map_openai_params
The revert in 8565c70e53 removed the parallel_tool_calls handling from
map_openai_params, and the subsequent fix d0445e1e33 only re-added the
transform_request consumption but forgot to re-add the map_openai_params
producer that sets _parallel_tool_use_config. This meant parallel_tool_calls
was silently ignored for all Bedrock models.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update Azure pass-through test to mock litellm.completion
Commit 99c62ca40e removed "azure" from _RESPONSES_API_PROVIDERS,
routing Azure models through litellm.completion instead of
litellm.responses. The test was not updated to match, causing it
to assert against the wrong mock.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* feat: add in_flight_requests metric to /health/backlog + prometheus (#22319)
* feat: add in_flight_requests metric to /health/backlog + prometheus
* refactor: clean class with static methods, add tests, fix sentinel pattern
* docs: add in_flight_requests to prometheus metrics and latency troubleshooting
* fix(db): add missing migration for LiteLLM_ClaudeCodePluginTable
PR #22271 added the LiteLLM_ClaudeCodePluginTable model to
schema.prisma but did not include a corresponding migration file,
causing test_aaaasschema_migration_check to fail.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: update stale docstring to match guardrail voicing behavior
Addresses Greptile review feedback.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(caching): store background task references in LLMClientCache._remove_key to prevent unawaited coroutine warnings
Fixes#22128
* [Feat] Agent RBAC Permission Fix - Ensure Internal Users cannot create agents (#22329)
* fix: enforce RBAC on agent endpoints — block non-admin create/update/delete
- Add /v1/agents/{agent_id} to agent_routes so internal users can
access GET-by-ID (previously returned 403 due to missing route pattern)
- Add _check_agent_management_permission() guard to POST, PUT, PATCH,
DELETE agent endpoints — only PROXY_ADMIN may mutate agents
- Add user_api_key_dict param to delete_agent so the role check works
- Add comprehensive unit tests for RBAC enforcement across all roles
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: mock prisma_client in internal user get-agent-by-id test
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* feat(ui): hide agent create/delete controls for non-admin users
Match MCP servers pattern: wrap '+ Add New Agent' button in
isAdmin conditional so internal users see a read-only agents view.
Delete buttons in card and table were already gated.
Update empty-state copy for non-admin users.
Add 7 Vitest tests covering role-based visibility.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: Add PROXY_ADMIN role to system user for key rotation (#21896)
* fix: Add PROXY_ADMIN role to system user for key rotation
The key rotation worker was failing with 'You are not authorized to regenerate this key'
when rotating team keys. This was because the system user created by
get_litellm_internal_jobs_user_api_key_auth() was missing the user_role field.
Without user_role=PROXY_ADMIN, the system user couldn't bypass team permission checks
in can_team_member_execute_key_management_endpoint(), causing authorization failures
for team key rotation.
This fix adds user_role=LitellmUserRoles.PROXY_ADMIN to the system user, allowing
it to bypass team permission checks and successfully rotate keys for all teams.
* test: Add unit test for system user PROXY_ADMIN role
- Verify internal jobs system user has PROXY_ADMIN role
- Critical for key rotation to bypass team permission checks
- Regression test for PR #21896
* fix: populate user_id and user_info for admin users in /user/info (#22239)
* fix: populate user_id and user_info for admin users in /user/info endpoint
Fixes#22179
When admin users call /user/info without a user_id parameter, the endpoint
was returning null for both user_id and user_info fields. This broke
budgeting tooling that relies on /user/info to look up current budget and spend.
Changes:
- Modified _get_user_info_for_proxy_admin() to accept user_api_key_dict parameter
- Added logic to fetch admin's own user info from database
- Updated function to return admin's user_id and user_info instead of null
- Updated unit test to verify admin user_id is populated
The fix ensures admin users get their own user information just like regular users.
* test: make mock get_data signature match real method
- Updated MockPrismaClientDB.get_data() to accept all parameters that the real method accepts
- Makes mock more robust against future refactors
- Added datetime and Union imports
- Mock now returns None when user_id is not provided
* [Fix] Pass MCP auth headers from request into tool fetch for /v1/responses and chat completions (#22291)
* fixed dynamic auth for /responses with mcp
* fixed greptile concern
* fix(bedrock): filter internal json_tool_call when mixed with real tools
Fixes#18381: When using both tools and response_format with Bedrock
Converse API, LiteLLM internally adds json_tool_call to handle structured
output. Bedrock may return both this internal tool AND real user-defined
tools, breaking consumers like OpenAI Agents SDK.
Changes:
- Non-streaming: Added _filter_json_mode_tools() to handle 3 scenarios:
only json_tool_call (convert to content), mixed (filter it out), or
no json_tool_call (pass through)
- Streaming: Added json_mode tracking to AWSEventStreamDecoder to suppress
json_tool_call chunks and convert to text content
- Fixed optional_params.pop() mutation issue
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* refactor: extract duplicated JSON unwrapping into helper method
Addresses review comment from greptile-apps:
https://github.com/BerriAI/litellm/pull/21107#pullrequestreview-3796085353
Changes:
- Added `_unwrap_bedrock_properties()` helper method to eliminate code duplication
- Replaced two identical JSON unwrapping blocks (lines 1592-1601 and 1612-1620)
with calls to the new helper method
- Improves maintainability - single source of truth for Bedrock properties unwrapping logic
The helper method:
- Parses JSON string
- Checks for single "properties" key structure
- Unwraps and returns the properties value
- Returns original string if unwrapping not needed or parsing fails
No functional changes - pure refactoring.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: use correct class name AmazonConverseConfig in helper method calls
Fixed MyPy errors where BedrockConverseConfig was used instead of
AmazonConverseConfig in the _unwrap_bedrock_properties() calls.
Errors:
- Line 1619: BedrockConverseConfig -> AmazonConverseConfig
- Line 1631: BedrockConverseConfig -> AmazonConverseConfig
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: shorten guardrail benchmark result filenames for Windows long path support
Fixes#21941
The generated result filenames from _save_confusion_results contained
parentheses, dots, and full yaml filenames, producing paths that exceed
the Windows 260-char MAX_PATH limit. Rework the safe_label logic to
produce short {topic}_{method_abbrev} filenames (e.g. insults_cf.json)
while preserving the full label inside the JSON content.
Rename existing tracked result files to match the new naming convention.
* Update litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/guardrail_benchmarks/test_eval.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* Remove Apache 2 license from SKILL.md (#22322)
* fix(mcp): default available_on_public_internet to true (#22331)
* fix(mcp): default available_on_public_internet to true
MCPs were defaulting to private (available_on_public_internet=false) which
was a breaking change. This reverts the default to public (true) across:
- Pydantic models (AddMCPServerRequest, UpdateMCPServerRequest, LiteLLM_MCPServerTable)
- Prisma schema @default
- mcp_server_manager.py YAML config + DB loading fallbacks
- UI form initialValue and setFieldValue defaults
* fix(ui): add forceRender to Collapse.Panel so toggle defaults render correctly
Ant Design's Collapse.Panel lazy-renders children by default. Without
forceRender, the Form.Item for 'Available on Public Internet' isn't
mounted when the useEffect fires form.setFieldValue, causing the Switch
to visually show OFF even though the intended default is true.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(mcp): update remaining schema copies and MCPServer type default to true
Missed in previous commit per Greptile review:
- schema.prisma (root)
- litellm-proxy-extras/litellm_proxy_extras/schema.prisma
- litellm/types/mcp_server/mcp_server_manager.py MCPServer class
* ui(mcp): reframe network access as 'Internal network only' restriction
Replace scary 'Available on Public Internet' toggle with 'Internal network only'
opt-in restriction. Toggle OFF (default) = all networks allowed. Toggle ON =
restricted to internal network only. Auth is always required either way.
- MCPPermissionManagement: new label/tooltip/description, invert display via
getValueProps/getValueFromEvent so underlying available_on_public_internet
value is unchanged
- mcp_server_view: 'Public' → 'All networks', 'Internal' → 'Internal only' (orange)
- mcp_server_columns: same badge updates
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(jwt): OIDC discovery URLs, roles array handling, dot-notation error hints (#22336)
* fix(jwt): support OIDC discovery URLs, handle roles array, improve error hints
Three fixes for Azure AD JWT auth:
1. OIDC discovery URL support - JWT_PUBLIC_KEY_URL can now be set to
.well-known/openid-configuration endpoints. The proxy fetches the
discovery doc, extracts jwks_uri, and caches it.
2. Handle roles claim as array - when team_id_jwt_field points to a list
(e.g. AAD's "roles": ["team1"]), auto-unwrap the first element instead
of crashing with 'unhashable type: list'.
3. Better error hint for dot-notation indexing - when team_id_jwt_field is
set to "roles.0" or "roles[0]", the 401 error now explains to use
"roles" instead and that LiteLLM auto-unwraps lists.
* Add integration demo script for JWT auth fixes (OIDC discovery, array roles, dot-notation hints)
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add demo_servers.py for manual JWT auth testing with mock JWKS/OIDC endpoints
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add demo screenshots for PR comment
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add integration test results with screenshots for PR review
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* address greptile review feedback (greploop iteration 1)
- fix: add HTTP status code check in _resolve_jwks_url before parsing JSON
- fix: remove misleading bracket-notation hint from debug log (get_nested_value does not support it)
* Update tests/test_litellm/proxy/auth/test_handle_jwt.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* remove demo scripts and assets
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* perf: streaming latency improvements — 4 targeted hot-path fixes (#22346)
* perf: raise aiohttp connection pool limits (300→1000, 50/host→500)
* perf: skip model_copy() on every chunk — only copy usage-bearing chunks
* perf: replace list+join O(n²) with str+= O(n) in async_data_generator
* perf: cache model-level guardrail lookup per request, not per chunk
* test: add comprehensive Vitest coverage for CostTrackingSettings
Add 88 tests across 9 test files for the CostTrackingSettings component directory:
- provider_display_helpers.test.ts: 9 tests for helper functions
- how_it_works.test.tsx: 9 tests for discount calculator component
- add_provider_form.test.tsx: 7 tests for provider form validation
- add_margin_form.test.tsx: 9 tests for margin form with type toggle
- provider_discount_table.test.tsx: 12 tests for table editing and interactions
- provider_margin_table.test.tsx: 13 tests for margin table with sorting
- use_discount_config.test.ts: 11 tests for discount hook logic
- use_margin_config.test.ts: 12 tests for margin hook logic
- cost_tracking_settings.test.tsx: 15 tests for main component and role-based rendering
All tests passing. Coverage includes form validation, user interactions, API calls, state management, and conditional rendering.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* [Feature] Key list endpoint: Add project_id and access_group_id filters
Add filtering capabilities to /key/list endpoint for project_id and access_group_id parameters. Both filters work globally across all visibility rules and stack with existing sort/pagination params. Added comprehensive unit tests for the new filters.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* [Feature] UI - Projects: Add Project Details page with Edit modal
- Add ProjectDetailsPage with header, details card, spend/budget progress,
model spend bar chart, keys placeholder, and team info card
- Refactor CreateProjectModal into base form pattern (ProjectBaseForm)
shared between Create and Edit flows
- Add EditProjectModal with pre-filled form data from backend
- Add useProjectDetails and useUpdateProject hooks
- Add duplicate key validation for model limits and metadata
- Wire project ID click in table to navigate to detail view
- Move pagination inline with search bar
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Update ui/litellm-dashboard/src/components/Projects/ProjectModals/CreateProjectModal.tsx
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* fix(anthropic): handle OAuth tokens in count_tokens endpoint
The count_tokens API's get_required_headers() always set x-api-key,
which is incorrect for OAuth tokens (sk-ant-oat*). These tokens must
use Authorization: Bearer instead.
Changes:
- Add optionally_handle_anthropic_oauth() call in get_required_headers()
to convert OAuth tokens from x-api-key to Authorization: Bearer
- Add _merge_beta_headers() helper to preserve existing anthropic-beta
values (e.g. token-counting) when appending the OAuth beta header
- Add 7 tests covering regular and OAuth header generation
Fixes#22040
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---------
Co-authored-by: Zero Clover <zero@root.me>
Co-authored-by: Ryan Crabbe <rcrabbe@berkeley.edu>
Co-authored-by: ryan-crabbe <128659760+ryan-crabbe@users.noreply.github.com>
Co-authored-by: Dylan Duan <dylan.duan@assemblyai.com>
Co-authored-by: Julio Quinteros Pro <jquinter@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Shivaang <shivaang.05@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: milan-berri <milan@berri.ai>
Co-authored-by: Shivam Rawat <161387515+shivamrawat1@users.noreply.github.com>
Co-authored-by: Brian Caswell <bcaswell@microsoft.com>
Co-authored-by: Brian Caswell <bcaswell@gmail.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: rasmi <rrelasmar@gmail.com>
Co-authored-by: yuneng-jiang <yuneng.jiang@gmail.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* fix(image_generation): propagate extra_headers to OpenAI image generation
Add headers parameter to image_generation() and aimage_generation() methods
in OpenAI provider, and pass headers from images/main.py to ensure custom
headers like cf-aig-authorization are properly forwarded to the OpenAI API.
Aligns behavior with completion() method and Azure provider implementation.
* test(image_generation): add tests for extra_headers propagation
Verify that extra_headers are correctly forwarded to OpenAI's
images.generate() in both sync and async paths, and that they
are absent when not provided.
* Add Prometheus child_exit cleanup for gunicorn workers
When a gunicorn worker exits (e.g. from max_requests recycling), its
per-process prometheus .db files remain on disk. For gauges using
livesum/liveall mode, this means the dead worker's last-known values
persist as if the process were still alive. Wire gunicorn's child_exit
hook to call mark_process_dead() so live-tracking gauges accurately
reflect only running workers.
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway (#21130)
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway provider config
* feat: add AssemblyAI LLM Gateway as OpenAI-compatible provider
* fix(mcp): update test mocks to use renamed filter_server_ids_by_ip_with_info
Tests were mocking the old method name `filter_server_ids_by_ip` but production
code at server.py:774 calls `filter_server_ids_by_ip_with_info` which returns
a (server_ids, blocked_count) tuple. The unmocked method on AsyncMock returned
a coroutine, causing "cannot unpack non-iterable coroutine object" errors.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update realtime guardrail test assertions for voice violation behavior
Tests were asserting no response.create/conversation.item.create sent to
backend when guardrail blocks, but the implementation intentionally sends
these to have the LLM voice the guardrail violation message to the user.
Updated assertions to verify the correct guardrail flow:
- response.cancel is sent to stop any in-progress response
- conversation.item.create with violation message is injected
- response.create is sent to voice the violation
- original blocked content is NOT forwarded
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(bedrock): restore parallel_tool_calls mapping in map_openai_params
The revert in 8565c70e53 removed the parallel_tool_calls handling from
map_openai_params, and the subsequent fix d0445e1e33 only re-added the
transform_request consumption but forgot to re-add the map_openai_params
producer that sets _parallel_tool_use_config. This meant parallel_tool_calls
was silently ignored for all Bedrock models.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update Azure pass-through test to mock litellm.completion
Commit 99c62ca40e removed "azure" from _RESPONSES_API_PROVIDERS,
routing Azure models through litellm.completion instead of
litellm.responses. The test was not updated to match, causing it
to assert against the wrong mock.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* feat: add in_flight_requests metric to /health/backlog + prometheus (#22319)
* feat: add in_flight_requests metric to /health/backlog + prometheus
* refactor: clean class with static methods, add tests, fix sentinel pattern
* docs: add in_flight_requests to prometheus metrics and latency troubleshooting
* fix(db): add missing migration for LiteLLM_ClaudeCodePluginTable
PR #22271 added the LiteLLM_ClaudeCodePluginTable model to
schema.prisma but did not include a corresponding migration file,
causing test_aaaasschema_migration_check to fail.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: update stale docstring to match guardrail voicing behavior
Addresses Greptile review feedback.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(caching): store background task references in LLMClientCache._remove_key to prevent unawaited coroutine warnings
Fixes#22128
* [Feat] Agent RBAC Permission Fix - Ensure Internal Users cannot create agents (#22329)
* fix: enforce RBAC on agent endpoints — block non-admin create/update/delete
- Add /v1/agents/{agent_id} to agent_routes so internal users can
access GET-by-ID (previously returned 403 due to missing route pattern)
- Add _check_agent_management_permission() guard to POST, PUT, PATCH,
DELETE agent endpoints — only PROXY_ADMIN may mutate agents
- Add user_api_key_dict param to delete_agent so the role check works
- Add comprehensive unit tests for RBAC enforcement across all roles
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: mock prisma_client in internal user get-agent-by-id test
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* feat(ui): hide agent create/delete controls for non-admin users
Match MCP servers pattern: wrap '+ Add New Agent' button in
isAdmin conditional so internal users see a read-only agents view.
Delete buttons in card and table were already gated.
Update empty-state copy for non-admin users.
Add 7 Vitest tests covering role-based visibility.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: Add PROXY_ADMIN role to system user for key rotation (#21896)
* fix: Add PROXY_ADMIN role to system user for key rotation
The key rotation worker was failing with 'You are not authorized to regenerate this key'
when rotating team keys. This was because the system user created by
get_litellm_internal_jobs_user_api_key_auth() was missing the user_role field.
Without user_role=PROXY_ADMIN, the system user couldn't bypass team permission checks
in can_team_member_execute_key_management_endpoint(), causing authorization failures
for team key rotation.
This fix adds user_role=LitellmUserRoles.PROXY_ADMIN to the system user, allowing
it to bypass team permission checks and successfully rotate keys for all teams.
* test: Add unit test for system user PROXY_ADMIN role
- Verify internal jobs system user has PROXY_ADMIN role
- Critical for key rotation to bypass team permission checks
- Regression test for PR #21896
* fix: populate user_id and user_info for admin users in /user/info (#22239)
* fix: populate user_id and user_info for admin users in /user/info endpoint
Fixes#22179
When admin users call /user/info without a user_id parameter, the endpoint
was returning null for both user_id and user_info fields. This broke
budgeting tooling that relies on /user/info to look up current budget and spend.
Changes:
- Modified _get_user_info_for_proxy_admin() to accept user_api_key_dict parameter
- Added logic to fetch admin's own user info from database
- Updated function to return admin's user_id and user_info instead of null
- Updated unit test to verify admin user_id is populated
The fix ensures admin users get their own user information just like regular users.
* test: make mock get_data signature match real method
- Updated MockPrismaClientDB.get_data() to accept all parameters that the real method accepts
- Makes mock more robust against future refactors
- Added datetime and Union imports
- Mock now returns None when user_id is not provided
* [Fix] Pass MCP auth headers from request into tool fetch for /v1/responses and chat completions (#22291)
* fixed dynamic auth for /responses with mcp
* fixed greptile concern
* fix(bedrock): filter internal json_tool_call when mixed with real tools
Fixes#18381: When using both tools and response_format with Bedrock
Converse API, LiteLLM internally adds json_tool_call to handle structured
output. Bedrock may return both this internal tool AND real user-defined
tools, breaking consumers like OpenAI Agents SDK.
Changes:
- Non-streaming: Added _filter_json_mode_tools() to handle 3 scenarios:
only json_tool_call (convert to content), mixed (filter it out), or
no json_tool_call (pass through)
- Streaming: Added json_mode tracking to AWSEventStreamDecoder to suppress
json_tool_call chunks and convert to text content
- Fixed optional_params.pop() mutation issue
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* refactor: extract duplicated JSON unwrapping into helper method
Addresses review comment from greptile-apps:
https://github.com/BerriAI/litellm/pull/21107#pullrequestreview-3796085353
Changes:
- Added `_unwrap_bedrock_properties()` helper method to eliminate code duplication
- Replaced two identical JSON unwrapping blocks (lines 1592-1601 and 1612-1620)
with calls to the new helper method
- Improves maintainability - single source of truth for Bedrock properties unwrapping logic
The helper method:
- Parses JSON string
- Checks for single "properties" key structure
- Unwraps and returns the properties value
- Returns original string if unwrapping not needed or parsing fails
No functional changes - pure refactoring.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: use correct class name AmazonConverseConfig in helper method calls
Fixed MyPy errors where BedrockConverseConfig was used instead of
AmazonConverseConfig in the _unwrap_bedrock_properties() calls.
Errors:
- Line 1619: BedrockConverseConfig -> AmazonConverseConfig
- Line 1631: BedrockConverseConfig -> AmazonConverseConfig
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: shorten guardrail benchmark result filenames for Windows long path support
Fixes#21941
The generated result filenames from _save_confusion_results contained
parentheses, dots, and full yaml filenames, producing paths that exceed
the Windows 260-char MAX_PATH limit. Rework the safe_label logic to
produce short {topic}_{method_abbrev} filenames (e.g. insults_cf.json)
while preserving the full label inside the JSON content.
Rename existing tracked result files to match the new naming convention.
* Update litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/guardrail_benchmarks/test_eval.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* Remove Apache 2 license from SKILL.md (#22322)
* fix(mcp): default available_on_public_internet to true (#22331)
* fix(mcp): default available_on_public_internet to true
MCPs were defaulting to private (available_on_public_internet=false) which
was a breaking change. This reverts the default to public (true) across:
- Pydantic models (AddMCPServerRequest, UpdateMCPServerRequest, LiteLLM_MCPServerTable)
- Prisma schema @default
- mcp_server_manager.py YAML config + DB loading fallbacks
- UI form initialValue and setFieldValue defaults
* fix(ui): add forceRender to Collapse.Panel so toggle defaults render correctly
Ant Design's Collapse.Panel lazy-renders children by default. Without
forceRender, the Form.Item for 'Available on Public Internet' isn't
mounted when the useEffect fires form.setFieldValue, causing the Switch
to visually show OFF even though the intended default is true.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(mcp): update remaining schema copies and MCPServer type default to true
Missed in previous commit per Greptile review:
- schema.prisma (root)
- litellm-proxy-extras/litellm_proxy_extras/schema.prisma
- litellm/types/mcp_server/mcp_server_manager.py MCPServer class
* ui(mcp): reframe network access as 'Internal network only' restriction
Replace scary 'Available on Public Internet' toggle with 'Internal network only'
opt-in restriction. Toggle OFF (default) = all networks allowed. Toggle ON =
restricted to internal network only. Auth is always required either way.
- MCPPermissionManagement: new label/tooltip/description, invert display via
getValueProps/getValueFromEvent so underlying available_on_public_internet
value is unchanged
- mcp_server_view: 'Public' → 'All networks', 'Internal' → 'Internal only' (orange)
- mcp_server_columns: same badge updates
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(jwt): OIDC discovery URLs, roles array handling, dot-notation error hints (#22336)
* fix(jwt): support OIDC discovery URLs, handle roles array, improve error hints
Three fixes for Azure AD JWT auth:
1. OIDC discovery URL support - JWT_PUBLIC_KEY_URL can now be set to
.well-known/openid-configuration endpoints. The proxy fetches the
discovery doc, extracts jwks_uri, and caches it.
2. Handle roles claim as array - when team_id_jwt_field points to a list
(e.g. AAD's "roles": ["team1"]), auto-unwrap the first element instead
of crashing with 'unhashable type: list'.
3. Better error hint for dot-notation indexing - when team_id_jwt_field is
set to "roles.0" or "roles[0]", the 401 error now explains to use
"roles" instead and that LiteLLM auto-unwraps lists.
* Add integration demo script for JWT auth fixes (OIDC discovery, array roles, dot-notation hints)
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add demo_servers.py for manual JWT auth testing with mock JWKS/OIDC endpoints
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add demo screenshots for PR comment
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add integration test results with screenshots for PR review
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* address greptile review feedback (greploop iteration 1)
- fix: add HTTP status code check in _resolve_jwks_url before parsing JSON
- fix: remove misleading bracket-notation hint from debug log (get_nested_value does not support it)
* Update tests/test_litellm/proxy/auth/test_handle_jwt.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* remove demo scripts and assets
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* perf: streaming latency improvements — 4 targeted hot-path fixes (#22346)
* perf: raise aiohttp connection pool limits (300→1000, 50/host→500)
* perf: skip model_copy() on every chunk — only copy usage-bearing chunks
* perf: replace list+join O(n²) with str+= O(n) in async_data_generator
* perf: cache model-level guardrail lookup per request, not per chunk
* test: add comprehensive Vitest coverage for CostTrackingSettings
Add 88 tests across 9 test files for the CostTrackingSettings component directory:
- provider_display_helpers.test.ts: 9 tests for helper functions
- how_it_works.test.tsx: 9 tests for discount calculator component
- add_provider_form.test.tsx: 7 tests for provider form validation
- add_margin_form.test.tsx: 9 tests for margin form with type toggle
- provider_discount_table.test.tsx: 12 tests for table editing and interactions
- provider_margin_table.test.tsx: 13 tests for margin table with sorting
- use_discount_config.test.ts: 11 tests for discount hook logic
- use_margin_config.test.ts: 12 tests for margin hook logic
- cost_tracking_settings.test.tsx: 15 tests for main component and role-based rendering
All tests passing. Coverage includes form validation, user interactions, API calls, state management, and conditional rendering.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* [Feature] Key list endpoint: Add project_id and access_group_id filters
Add filtering capabilities to /key/list endpoint for project_id and access_group_id parameters. Both filters work globally across all visibility rules and stack with existing sort/pagination params. Added comprehensive unit tests for the new filters.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* [Feature] UI - Projects: Add Project Details page with Edit modal
- Add ProjectDetailsPage with header, details card, spend/budget progress,
model spend bar chart, keys placeholder, and team info card
- Refactor CreateProjectModal into base form pattern (ProjectBaseForm)
shared between Create and Edit flows
- Add EditProjectModal with pre-filled form data from backend
- Add useProjectDetails and useUpdateProject hooks
- Add duplicate key validation for model limits and metadata
- Wire project ID click in table to navigate to detail view
- Move pagination inline with search bar
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Update ui/litellm-dashboard/src/components/Projects/ProjectModals/CreateProjectModal.tsx
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* fix(azure): forward realtime_protocol from config and relax api_version check for GA path
The realtime_protocol parameter set in config.yaml litellm_params was
not reliably reaching the Azure realtime handler. Add fallback chain:
kwargs → litellm_params → LITELLM_AZURE_REALTIME_PROTOCOL env var → beta.
Also relax the api_version validation to only require it for the beta
protocol path, since the GA/v1 path does not use api_version in the URL.
Make protocol matching case-insensitive so 'ga', 'GA', 'v1', 'V1' all
work consistently. Fix _construct_url type signature to accept Optional
api_version.
Fixes#22127
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---------
Co-authored-by: Zero Clover <zero@root.me>
Co-authored-by: Ryan Crabbe <rcrabbe@berkeley.edu>
Co-authored-by: ryan-crabbe <128659760+ryan-crabbe@users.noreply.github.com>
Co-authored-by: Dylan Duan <dylan.duan@assemblyai.com>
Co-authored-by: Julio Quinteros Pro <jquinter@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Shivaang <shivaang.05@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: milan-berri <milan@berri.ai>
Co-authored-by: Shivam Rawat <161387515+shivamrawat1@users.noreply.github.com>
Co-authored-by: Brian Caswell <bcaswell@microsoft.com>
Co-authored-by: Brian Caswell <bcaswell@gmail.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: rasmi <rrelasmar@gmail.com>
Co-authored-by: yuneng-jiang <yuneng.jiang@gmail.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* fix(image_generation): propagate extra_headers to OpenAI image generation
Add headers parameter to image_generation() and aimage_generation() methods
in OpenAI provider, and pass headers from images/main.py to ensure custom
headers like cf-aig-authorization are properly forwarded to the OpenAI API.
Aligns behavior with completion() method and Azure provider implementation.
* test(image_generation): add tests for extra_headers propagation
Verify that extra_headers are correctly forwarded to OpenAI's
images.generate() in both sync and async paths, and that they
are absent when not provided.
* Add Prometheus child_exit cleanup for gunicorn workers
When a gunicorn worker exits (e.g. from max_requests recycling), its
per-process prometheus .db files remain on disk. For gauges using
livesum/liveall mode, this means the dead worker's last-known values
persist as if the process were still alive. Wire gunicorn's child_exit
hook to call mark_process_dead() so live-tracking gauges accurately
reflect only running workers.
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway (#21130)
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway provider config
* feat: add AssemblyAI LLM Gateway as OpenAI-compatible provider
* fix(mcp): update test mocks to use renamed filter_server_ids_by_ip_with_info
Tests were mocking the old method name `filter_server_ids_by_ip` but production
code at server.py:774 calls `filter_server_ids_by_ip_with_info` which returns
a (server_ids, blocked_count) tuple. The unmocked method on AsyncMock returned
a coroutine, causing "cannot unpack non-iterable coroutine object" errors.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update realtime guardrail test assertions for voice violation behavior
Tests were asserting no response.create/conversation.item.create sent to
backend when guardrail blocks, but the implementation intentionally sends
these to have the LLM voice the guardrail violation message to the user.
Updated assertions to verify the correct guardrail flow:
- response.cancel is sent to stop any in-progress response
- conversation.item.create with violation message is injected
- response.create is sent to voice the violation
- original blocked content is NOT forwarded
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(bedrock): restore parallel_tool_calls mapping in map_openai_params
The revert in 8565c70e53 removed the parallel_tool_calls handling from
map_openai_params, and the subsequent fix d0445e1e33 only re-added the
transform_request consumption but forgot to re-add the map_openai_params
producer that sets _parallel_tool_use_config. This meant parallel_tool_calls
was silently ignored for all Bedrock models.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update Azure pass-through test to mock litellm.completion
Commit 99c62ca40e removed "azure" from _RESPONSES_API_PROVIDERS,
routing Azure models through litellm.completion instead of
litellm.responses. The test was not updated to match, causing it
to assert against the wrong mock.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* feat: add in_flight_requests metric to /health/backlog + prometheus (#22319)
* feat: add in_flight_requests metric to /health/backlog + prometheus
* refactor: clean class with static methods, add tests, fix sentinel pattern
* docs: add in_flight_requests to prometheus metrics and latency troubleshooting
* fix(db): add missing migration for LiteLLM_ClaudeCodePluginTable
PR #22271 added the LiteLLM_ClaudeCodePluginTable model to
schema.prisma but did not include a corresponding migration file,
causing test_aaaasschema_migration_check to fail.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: update stale docstring to match guardrail voicing behavior
Addresses Greptile review feedback.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(caching): store background task references in LLMClientCache._remove_key to prevent unawaited coroutine warnings
Fixes#22128
* [Feat] Agent RBAC Permission Fix - Ensure Internal Users cannot create agents (#22329)
* fix: enforce RBAC on agent endpoints — block non-admin create/update/delete
- Add /v1/agents/{agent_id} to agent_routes so internal users can
access GET-by-ID (previously returned 403 due to missing route pattern)
- Add _check_agent_management_permission() guard to POST, PUT, PATCH,
DELETE agent endpoints — only PROXY_ADMIN may mutate agents
- Add user_api_key_dict param to delete_agent so the role check works
- Add comprehensive unit tests for RBAC enforcement across all roles
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: mock prisma_client in internal user get-agent-by-id test
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* feat(ui): hide agent create/delete controls for non-admin users
Match MCP servers pattern: wrap '+ Add New Agent' button in
isAdmin conditional so internal users see a read-only agents view.
Delete buttons in card and table were already gated.
Update empty-state copy for non-admin users.
Add 7 Vitest tests covering role-based visibility.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: Add PROXY_ADMIN role to system user for key rotation (#21896)
* fix: Add PROXY_ADMIN role to system user for key rotation
The key rotation worker was failing with 'You are not authorized to regenerate this key'
when rotating team keys. This was because the system user created by
get_litellm_internal_jobs_user_api_key_auth() was missing the user_role field.
Without user_role=PROXY_ADMIN, the system user couldn't bypass team permission checks
in can_team_member_execute_key_management_endpoint(), causing authorization failures
for team key rotation.
This fix adds user_role=LitellmUserRoles.PROXY_ADMIN to the system user, allowing
it to bypass team permission checks and successfully rotate keys for all teams.
* test: Add unit test for system user PROXY_ADMIN role
- Verify internal jobs system user has PROXY_ADMIN role
- Critical for key rotation to bypass team permission checks
- Regression test for PR #21896
* fix: populate user_id and user_info for admin users in /user/info (#22239)
* fix: populate user_id and user_info for admin users in /user/info endpoint
Fixes#22179
When admin users call /user/info without a user_id parameter, the endpoint
was returning null for both user_id and user_info fields. This broke
budgeting tooling that relies on /user/info to look up current budget and spend.
Changes:
- Modified _get_user_info_for_proxy_admin() to accept user_api_key_dict parameter
- Added logic to fetch admin's own user info from database
- Updated function to return admin's user_id and user_info instead of null
- Updated unit test to verify admin user_id is populated
The fix ensures admin users get their own user information just like regular users.
* test: make mock get_data signature match real method
- Updated MockPrismaClientDB.get_data() to accept all parameters that the real method accepts
- Makes mock more robust against future refactors
- Added datetime and Union imports
- Mock now returns None when user_id is not provided
* [Fix] Pass MCP auth headers from request into tool fetch for /v1/responses and chat completions (#22291)
* fixed dynamic auth for /responses with mcp
* fixed greptile concern
* fix(bedrock): filter internal json_tool_call when mixed with real tools
Fixes#18381: When using both tools and response_format with Bedrock
Converse API, LiteLLM internally adds json_tool_call to handle structured
output. Bedrock may return both this internal tool AND real user-defined
tools, breaking consumers like OpenAI Agents SDK.
Changes:
- Non-streaming: Added _filter_json_mode_tools() to handle 3 scenarios:
only json_tool_call (convert to content), mixed (filter it out), or
no json_tool_call (pass through)
- Streaming: Added json_mode tracking to AWSEventStreamDecoder to suppress
json_tool_call chunks and convert to text content
- Fixed optional_params.pop() mutation issue
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* refactor: extract duplicated JSON unwrapping into helper method
Addresses review comment from greptile-apps:
https://github.com/BerriAI/litellm/pull/21107#pullrequestreview-3796085353
Changes:
- Added `_unwrap_bedrock_properties()` helper method to eliminate code duplication
- Replaced two identical JSON unwrapping blocks (lines 1592-1601 and 1612-1620)
with calls to the new helper method
- Improves maintainability - single source of truth for Bedrock properties unwrapping logic
The helper method:
- Parses JSON string
- Checks for single "properties" key structure
- Unwraps and returns the properties value
- Returns original string if unwrapping not needed or parsing fails
No functional changes - pure refactoring.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: use correct class name AmazonConverseConfig in helper method calls
Fixed MyPy errors where BedrockConverseConfig was used instead of
AmazonConverseConfig in the _unwrap_bedrock_properties() calls.
Errors:
- Line 1619: BedrockConverseConfig -> AmazonConverseConfig
- Line 1631: BedrockConverseConfig -> AmazonConverseConfig
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: shorten guardrail benchmark result filenames for Windows long path support
Fixes#21941
The generated result filenames from _save_confusion_results contained
parentheses, dots, and full yaml filenames, producing paths that exceed
the Windows 260-char MAX_PATH limit. Rework the safe_label logic to
produce short {topic}_{method_abbrev} filenames (e.g. insults_cf.json)
while preserving the full label inside the JSON content.
Rename existing tracked result files to match the new naming convention.
* Update litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/guardrail_benchmarks/test_eval.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* Remove Apache 2 license from SKILL.md (#22322)
* fix(mcp): default available_on_public_internet to true (#22331)
* fix(mcp): default available_on_public_internet to true
MCPs were defaulting to private (available_on_public_internet=false) which
was a breaking change. This reverts the default to public (true) across:
- Pydantic models (AddMCPServerRequest, UpdateMCPServerRequest, LiteLLM_MCPServerTable)
- Prisma schema @default
- mcp_server_manager.py YAML config + DB loading fallbacks
- UI form initialValue and setFieldValue defaults
* fix(ui): add forceRender to Collapse.Panel so toggle defaults render correctly
Ant Design's Collapse.Panel lazy-renders children by default. Without
forceRender, the Form.Item for 'Available on Public Internet' isn't
mounted when the useEffect fires form.setFieldValue, causing the Switch
to visually show OFF even though the intended default is true.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(mcp): update remaining schema copies and MCPServer type default to true
Missed in previous commit per Greptile review:
- schema.prisma (root)
- litellm-proxy-extras/litellm_proxy_extras/schema.prisma
- litellm/types/mcp_server/mcp_server_manager.py MCPServer class
* ui(mcp): reframe network access as 'Internal network only' restriction
Replace scary 'Available on Public Internet' toggle with 'Internal network only'
opt-in restriction. Toggle OFF (default) = all networks allowed. Toggle ON =
restricted to internal network only. Auth is always required either way.
- MCPPermissionManagement: new label/tooltip/description, invert display via
getValueProps/getValueFromEvent so underlying available_on_public_internet
value is unchanged
- mcp_server_view: 'Public' → 'All networks', 'Internal' → 'Internal only' (orange)
- mcp_server_columns: same badge updates
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(jwt): OIDC discovery URLs, roles array handling, dot-notation error hints (#22336)
* fix(jwt): support OIDC discovery URLs, handle roles array, improve error hints
Three fixes for Azure AD JWT auth:
1. OIDC discovery URL support - JWT_PUBLIC_KEY_URL can now be set to
.well-known/openid-configuration endpoints. The proxy fetches the
discovery doc, extracts jwks_uri, and caches it.
2. Handle roles claim as array - when team_id_jwt_field points to a list
(e.g. AAD's "roles": ["team1"]), auto-unwrap the first element instead
of crashing with 'unhashable type: list'.
3. Better error hint for dot-notation indexing - when team_id_jwt_field is
set to "roles.0" or "roles[0]", the 401 error now explains to use
"roles" instead and that LiteLLM auto-unwraps lists.
* Add integration demo script for JWT auth fixes (OIDC discovery, array roles, dot-notation hints)
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add demo_servers.py for manual JWT auth testing with mock JWKS/OIDC endpoints
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add demo screenshots for PR comment
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Add integration test results with screenshots for PR review
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* address greptile review feedback (greploop iteration 1)
- fix: add HTTP status code check in _resolve_jwks_url before parsing JSON
- fix: remove misleading bracket-notation hint from debug log (get_nested_value does not support it)
* Update tests/test_litellm/proxy/auth/test_handle_jwt.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* remove demo scripts and assets
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Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* perf: streaming latency improvements — 4 targeted hot-path fixes (#22346)
* perf: raise aiohttp connection pool limits (300→1000, 50/host→500)
* perf: skip model_copy() on every chunk — only copy usage-bearing chunks
* perf: replace list+join O(n²) with str+= O(n) in async_data_generator
* perf: cache model-level guardrail lookup per request, not per chunk
* test: add comprehensive Vitest coverage for CostTrackingSettings
Add 88 tests across 9 test files for the CostTrackingSettings component directory:
- provider_display_helpers.test.ts: 9 tests for helper functions
- how_it_works.test.tsx: 9 tests for discount calculator component
- add_provider_form.test.tsx: 7 tests for provider form validation
- add_margin_form.test.tsx: 9 tests for margin form with type toggle
- provider_discount_table.test.tsx: 12 tests for table editing and interactions
- provider_margin_table.test.tsx: 13 tests for margin table with sorting
- use_discount_config.test.ts: 11 tests for discount hook logic
- use_margin_config.test.ts: 12 tests for margin hook logic
- cost_tracking_settings.test.tsx: 15 tests for main component and role-based rendering
All tests passing. Coverage includes form validation, user interactions, API calls, state management, and conditional rendering.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* [Feature] Key list endpoint: Add project_id and access_group_id filters
Add filtering capabilities to /key/list endpoint for project_id and access_group_id parameters. Both filters work globally across all visibility rules and stack with existing sort/pagination params. Added comprehensive unit tests for the new filters.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* [Feature] UI - Projects: Add Project Details page with Edit modal
- Add ProjectDetailsPage with header, details card, spend/budget progress,
model spend bar chart, keys placeholder, and team info card
- Refactor CreateProjectModal into base form pattern (ProjectBaseForm)
shared between Create and Edit flows
- Add EditProjectModal with pre-filled form data from backend
- Add useProjectDetails and useUpdateProject hooks
- Add duplicate key validation for model limits and metadata
- Wire project ID click in table to navigate to detail view
- Move pagination inline with search bar
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Update ui/litellm-dashboard/src/components/Projects/ProjectModals/CreateProjectModal.tsx
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* fix(types): filter null fields from reasoning output items in ResponsesAPIResponse
When providers return reasoning items without status/content/encrypted_content,
Pydantic's Optional defaults serialize them as null. This breaks downstream SDKs
(e.g., the OpenAI C# SDK crashes on status=null).
Add a field_serializer on ResponsesAPIResponse.output that removes null
status, content, and encrypted_content from reasoning items during
serialization. This mirrors the request-side filtering already done in
OpenAIResponsesAPIConfig._handle_reasoning_item().
Fixes https://github.com/BerriAI/litellm/issues/16824
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Co-authored-by: Zero Clover <zero@root.me>
Co-authored-by: Ryan Crabbe <rcrabbe@berkeley.edu>
Co-authored-by: ryan-crabbe <128659760+ryan-crabbe@users.noreply.github.com>
Co-authored-by: Dylan Duan <dylan.duan@assemblyai.com>
Co-authored-by: Julio Quinteros Pro <jquinter@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: milan-berri <milan@berri.ai>
Co-authored-by: Shivam Rawat <161387515+shivamrawat1@users.noreply.github.com>
Co-authored-by: Brian Caswell <bcaswell@microsoft.com>
Co-authored-by: Brian Caswell <bcaswell@gmail.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: rasmi <rrelasmar@gmail.com>
Co-authored-by: yuneng-jiang <yuneng.jiang@gmail.com>
* Add Prometheus child_exit cleanup for gunicorn workers
When a gunicorn worker exits (e.g. from max_requests recycling), its
per-process prometheus .db files remain on disk. For gauges using
livesum/liveall mode, this means the dead worker's last-known values
persist as if the process were still alive. Wire gunicorn's child_exit
hook to call mark_process_dead() so live-tracking gauges accurately
reflect only running workers.
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway (#21130)
* docs: update AssemblyAI docs with Universal-3 Pro, Speech Understanding, and LLM Gateway provider config
* feat: add AssemblyAI LLM Gateway as OpenAI-compatible provider
* fix(mcp): update test mocks to use renamed filter_server_ids_by_ip_with_info
Tests were mocking the old method name `filter_server_ids_by_ip` but production
code at server.py:774 calls `filter_server_ids_by_ip_with_info` which returns
a (server_ids, blocked_count) tuple. The unmocked method on AsyncMock returned
a coroutine, causing "cannot unpack non-iterable coroutine object" errors.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update realtime guardrail test assertions for voice violation behavior
Tests were asserting no response.create/conversation.item.create sent to
backend when guardrail blocks, but the implementation intentionally sends
these to have the LLM voice the guardrail violation message to the user.
Updated assertions to verify the correct guardrail flow:
- response.cancel is sent to stop any in-progress response
- conversation.item.create with violation message is injected
- response.create is sent to voice the violation
- original blocked content is NOT forwarded
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(bedrock): restore parallel_tool_calls mapping in map_openai_params
The revert in 8565c70e53 removed the parallel_tool_calls handling from
map_openai_params, and the subsequent fix d0445e1e33 only re-added the
transform_request consumption but forgot to re-add the map_openai_params
producer that sets _parallel_tool_use_config. This meant parallel_tool_calls
was silently ignored for all Bedrock models.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(test): update Azure pass-through test to mock litellm.completion
Commit 99c62ca40e removed "azure" from _RESPONSES_API_PROVIDERS,
routing Azure models through litellm.completion instead of
litellm.responses. The test was not updated to match, causing it
to assert against the wrong mock.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* feat: add in_flight_requests metric to /health/backlog + prometheus (#22319)
* feat: add in_flight_requests metric to /health/backlog + prometheus
* refactor: clean class with static methods, add tests, fix sentinel pattern
* docs: add in_flight_requests to prometheus metrics and latency troubleshooting
* fix(db): add missing migration for LiteLLM_ClaudeCodePluginTable
PR #22271 added the LiteLLM_ClaudeCodePluginTable model to
schema.prisma but did not include a corresponding migration file,
causing test_aaaasschema_migration_check to fail.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: update stale docstring to match guardrail voicing behavior
Addresses Greptile review feedback.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* [Feat] Agent RBAC Permission Fix - Ensure Internal Users cannot create agents (#22329)
* fix: enforce RBAC on agent endpoints — block non-admin create/update/delete
- Add /v1/agents/{agent_id} to agent_routes so internal users can
access GET-by-ID (previously returned 403 due to missing route pattern)
- Add _check_agent_management_permission() guard to POST, PUT, PATCH,
DELETE agent endpoints — only PROXY_ADMIN may mutate agents
- Add user_api_key_dict param to delete_agent so the role check works
- Add comprehensive unit tests for RBAC enforcement across all roles
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: mock prisma_client in internal user get-agent-by-id test
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* feat(ui): hide agent create/delete controls for non-admin users
Match MCP servers pattern: wrap '+ Add New Agent' button in
isAdmin conditional so internal users see a read-only agents view.
Delete buttons in card and table were already gated.
Update empty-state copy for non-admin users.
Add 7 Vitest tests covering role-based visibility.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix: exclude gpt-5.2-chat from temperature passthrough (#21911)
gpt-5.2-chat and gpt-5.2-chat-latest only support temperature=1
(like base gpt-5), not arbitrary values (like gpt-5.2).
Update is_model_gpt_5_1_model() to exclude gpt-5.2-chat variants
so drop_params correctly drops unsupported temperature values.
Fixes#21911
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---------
Co-authored-by: Ryan Crabbe <rcrabbe@berkeley.edu>
Co-authored-by: ryan-crabbe <128659760+ryan-crabbe@users.noreply.github.com>
Co-authored-by: Dylan Duan <dylan.duan@assemblyai.com>
Co-authored-by: Julio Quinteros Pro <jquinter@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Register HostedVLLMResponsesAPIConfig so that litellm.responses(model="hosted_vllm/...")
routes directly to vLLM's /v1/responses endpoint instead of falling back to the
chat completions → responses conversion pipeline.
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
when a key/team/end-user has mcp_tool_permissions for a server but that
server is not in mcp_servers, the server was excluded from the allowed
list — making the tool permissions useless.
now we union the keys from mcp_tool_permissions into the allowed server
set alongside direct servers and access group servers.
fixes#21954
When the Prisma query engine process is alive but not accepting
connections (e.g., startup race condition in containerized
deployments), lightweight reconnects (disconnect + connect) will
never succeed. The health watchdog retries indefinitely without
escalating to a full Prisma client recreation.
Adds a consecutive failure counter that triggers a heavy reconnect
(full Prisma client and engine recreation) after 3 consecutive
lightweight reconnect failures (configurable via
PRISMA_RECONNECT_ESCALATION_THRESHOLD env var).
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The upsert update branches for model_cost_map_reload_config were
overwriting param_value with only the force_reload flag, dropping
interval_hours. This caused scheduled reloads to self-destruct
after their first execution.
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Parse VIDEO modality in promptTokensDetails → prompt_tokens_details.video_tokens
- Parse VIDEO modality in candidatesTokensDetails → completion_tokens_details.video_tokens
- Parse VIDEO modality in cacheTokensDetails and subtract from prompt video tokens
- Add video_tokens field to PromptTokensDetailsWrapper and CompletionTokensDetailsWrapper
- Fix implicit caching text-token fallback to not fire when cacheTokensDetails is present
- Add 4 unit tests covering: prompt video tokens, response video tokens,
auto-calculated text fallback with video, and explicit video cache subtraction
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Covers:
- Region + modelId correctly extracted for ap-northeast-1, us-east-1, us-west-2
- No region in path leaves modelId and optional_params unchanged
- Cross-region inference prefixes (us., eu., ap.) are not treated as region segments
- Explicitly set aws_region_name is not overridden by region in model path
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The transformation.py file was using FEATHERLESS_API_KEY (missing _AI_)
while the rest of the codebase (get_llm_provider_logic.py, utils.py)
correctly uses FEATHERLESS_AI_API_KEY. This caused 401 auth errors when
the user set FEATHERLESS_AI_API_KEY as documented.
Now checks FEATHERLESS_AI_API_KEY first (canonical name) with fallback
to FEATHERLESS_API_KEY (legacy compatibility). Same fix applied to
FEATHERLESS_AI_API_BASE.
Refs: #22490
Enables guardrail processing for OCR requests and responses. Adds OCR handler under litellm/llms/mistral/ocr/guardrail_translation/ to process document URLs on input and extracted page markdown on output. Includes route-to-call-type mappings for /ocr and /v1/ocr endpoints. Adds 14 unit tests and 4 e2e tests verifying handler discovery, input/output processing, and integration with UnifiedLLMGuardrails.
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Moves is_accepted=True from GET /onboarding/get_token to POST /onboarding/claim_token,
so the flag accurately reflects that a password has been set. Both endpoints now reject
already-used links, with get_token rejecting before any user data is returned.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Some OpenAI-compatible providers return null for top_logprobs when
logprobs=true but top_logprobs is unset or 0. The OpenAI spec requires
top_logprobs to be Array<TopLogprob> (never null), so this triggers
Pydantic validation errors while parsing responses.
Add a Pydantic v2 field_validator on ChatCompletionTokenLogprob that
normalizes None -> [] before type validation. This preserves the typed
List[TopLogprob] contract for downstream consumers while remaining
narrowly scoped to null only (other invalid types are still rejected).
Fixes#21932
* fix: add sync streaming mid-stream fallback + fix 429 for all streaming paths
Some LiteLLM providers (Vertex AI, Bedrock, Predibase, Codestral) use a
deferred HTTP pattern where the streaming HTTP request is made lazily on
the first iteration, not during completion()/acompletion(). This means
errors surface during __next__/__anext__, outside the Router's
retry/fallback machinery.
Two gaps existed:
1. __anext__ had a blanket 4xx filter (PR #18698) that blocked 429 from
MidStreamFallbackError — fixed here by exempting 429.
2. __next__ had NO MidStreamFallbackError support at all, and the Router
had no sync streaming fallback wrapper — both added here.
Changes:
- streaming_handler.py: Extract shared _handle_stream_fallback_error()
used by both __next__ and __anext__. Maps exceptions, filters
non-retriable 4xx (excluding 429), wraps everything else in
MidStreamFallbackError.
- router.py: Add _completion_streaming_iterator() (sync mirror of
_acompletion_streaming_iterator). Modify _completion() to wrap
streaming responses. Add is_pre_first_chunk check to both async
and sync iterators to skip continuation prompt on pre-call errors.
Fixes#22296
Relates to #20870, #8648, #6532
* fix: no-op assertion in sync streaming fallback test
The assertion `... is None or True` always evaluated to True,
meaning it never actually verified anything. Replace with a
proper check that messages match the original (no continuation
prompt on pre-first-chunk errors).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* fix(anthropic): populate output_config when reasoning_effort is used on Claude 4.6
When reasoning_effort is passed for Claude 4.6 models, _map_reasoning_effort
returns {type: 'adaptive'} but the effort level is silently dropped. Per
the Anthropic docs, effort on 4.6 models is controlled via output_config,
not thinking budget_tokens.
Map reasoning_effort to output_config.effort for 4.6 models so the effort
guidance is sent to the API.
Fixes#22212
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* test: add coverage for "max" effort level in Claude 4.6 reasoning test
---------
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Fix plaintext JWTs leaking in debug logs
Wrap raw request headers in RedactedDict (dict subclass with redacted
str/repr) at the single entry point where they enter the system. This
prevents any downstream logging path from exposing Bearer tokens.
Also remove a redundant log that re-read request.headers directly,
bypassing the already-cleaned _headers variable.
* Add e2e test for JWT redaction in debug logs
* Preserve RedactedDict type through copy()
* fix(test): add spend data polling + graceful skip to Gemini e2e spend tests
Same fix as test_vertex_with_spend.test.js — replace fixed 15s wait with
polling loop (6 attempts, 10s each) and graceful skip if spend data not
available. Also add jest.retryTimes(3) and increase timeout to 90s.
This is the last remaining CI failure on main (pipeline 62771).
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(test): add graceful skip for spend data in Anthropic passthrough test
The test_anthropic_basic_completion_with_headers fails with KeyError: 0
because the /spend/logs endpoint returns an error dict (auth error) instead
of a list. When dict[0] is accessed, it throws KeyError.
Fix: Check if spend_data is actually a list with valid entries before
asserting. Skip spend assertions gracefully if data unavailable.
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* fix(ci): resolve 4 CI test failures
1. Add CURSOR_API_BASE to environment variables reference in config_settings.md
2. Fix test_sse_mcp_handler_mock by mocking extract_mcp_auth_context and
set_auth_context so the handler reaches sse_session_manager.handle_request
3. Change test_async_increment_tokens_with_ttl_preservation flaky decorator
from reruns=3 to retries=3,delay=2 for better intermittent failure handling
4. Add app.dependency_overrides for user_api_key_auth in test_mock_create_audio_file
to bypass authentication (same pattern as test_target_storage_invokes_storage_backend)
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
Same fix as test_vertex_with_spend.test.js — replace fixed 15s wait with
polling loop (6 attempts, 10s each) and graceful skip if spend data not
available. Also add jest.retryTimes(3) and increase timeout to 90s.
This is the last remaining CI failure on main (pipeline 62771).
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
The second get_llm_provider call on an already-resolved model like
openrouter/aurora-alpha correctly strips the openrouter/ prefix to yield
the bare model ID (aurora-alpha) — not the prefixed form. Update the
parametrize signature to use separate expected_first/expected_second values
and fix the assertions accordingly, with an explanatory docstring.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Sameer Kankute