Azure AI Agents with Grounding (e.g., Bing Search) include annotations
(citation URLs) in responses, but the handler was dropping them during
transformation. This fix:
- Extracts annotations from text content in agent responses
- Transforms them to OpenAI-compatible ChatCompletionAnnotation format
- Passes annotations through all completion paths (sync, async, streaming)
- Handles both polling and SSE streaming responses
Fixes#19126
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Strip internal logging ids from emulated sub-calls, dedupe included search_results by file_id, clean unused imports, and add unit coverage for dedupe behavior.
Made-with: Cursor
Address Greptile P1 review: tests that exercise the closed-session code
path need to reset the module-level lock to avoid RuntimeError on
Python < 3.10 when asyncio.Lock is reused across different event loops.
Forward explicit responses() params on emulated file search calls and preserve hidden params on synthesized responses so callback billing/logging context is retained.
Made-with: Cursor
Include all function_call items when building emulated follow-up input and update tests to assert real emulated routing + Responses-format function tool structure.
Made-with: Cursor
Replace inline file_search documentation in response_api.md with a canonical link and add the new tutorial to sidebars so users discover the usage-first guide.
Made-with: Cursor
Replace duplicate path-by-path sections with a single usage-first doc format that includes SDK/Proxy tabs, an architecture diagram, and a focused Q&A section.
Made-with: Cursor
Drop tools=[] from transformed chat-completion requests so providers like Anthropic return normal assistant text after tool_result turns.
Made-with: Cursor
When multiple requests detect a closed shared session simultaneously,
they would each create a new aiohttp.ClientSession, leaking intermediate
sessions and their TCP connectors. Added double-checked locking pattern
with asyncio.Lock to ensure only one coroutine recreates the session.
Added concurrent recreation test case.
Covers both paths:
- Native passthrough (OpenAI/Azure): create vector store, run via SDK and proxy
- Emulated fallback (Anthropic/any): register managed store, run via SDK and proxy
Includes output format validation script and troubleshooting section.
Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Incorporate follow-up changes to Vertex batch cancel handling and proxy provider resolution, including config updates used for local verification.
Made-with: Cursor
Add Vertex batch cancellation support in LiteLLM batch APIs, route proxy cancel fallback using request provider headers, and return post-cancel batch state via retrieve to keep response shape compatible.
Made-with: Cursor
* fix(gemini): support images in tool_results for /v1/messages routing
convert_to_gemini_tool_call_result() dropped images in two cases:
- data-URL strings (data:image/...;base64,...) treated as plain text
- Anthropic image blocks in list content skipped
Add detection and convert both to Gemini inline_data BlobType so image
bytes are preserved.
Fixes#23712.
* fix(gemini): support images in tool_results for /v1/messages routing
convert_to_gemini_tool_call_result() dropped images in two cases:
- data-URL strings (data:image/...;base64,...) treated as plain text
- Anthropic image blocks in list content skipped
Add detection and convert both to Gemini inline_data BlobType so image
bytes are preserved.
Fixes#23712.
* fix(gemini): support images in tool_results for /v1/messages routing
convert_to_gemini_tool_call_result() dropped images in two cases:
- data-URL strings (data:image/...;base64,...) treated as plain text
- Anthropic image blocks in list content skipped
Add detection and convert both to Gemini inline_data BlobType so image
bytes are preserved.
Fixes#23712.
* fix(fireworks): skip #transform=inline for base64 data URLs
Closes#23583
* fix(fireworks): skip #transform=inline for base64 data URLs
Closes#23583
Appending #transform=inline to a data: URL corrupted the base64 payload,
causing binascii.Error (Incorrect padding) when Fireworks AI attempted to
decode the image. Data URLs are already inlined so the fragment is a no-op
anyway — guard both the str and dict image_url branches to skip the suffix
when the URL starts with "data:".
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
* fix(fireworks): skip #transform=inline for base64 data URLs
Closes#23583
* fix(fireworks): skip #transform=inline for base64 data URLs
Closes#23583
* fix(fireworks): skip #transform=inline for base64 data URLs
Closes#23583
---------
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Adds a toggle switch to the admin UI Settings page so administrators can
enable/disable custom API key values without making direct API calls.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: Register DynamoAI guardrail initializer and enum entry
Fix the "Unsupported guardrail: dynamoai" error by:
1. Adding DYNAMOAI to SupportedGuardrailIntegrations enum
2. Implementing initialize_guardrail() and registries in dynamoai/__init__.py
The DynamoAI guardrail was added in PR #15920 but never properly registered
in the initialization system. The __init__.py was missing the
guardrail_initializer_registry and guardrail_class_registry dictionaries
that the dynamic discovery mechanism looks for at module load time.
Fixes#22773
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
* Update litellm/proxy/guardrails/guardrail_hooks/dynamoai/__init__.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* Update litellm/proxy/guardrails/guardrail_hooks/dynamoai/__init__.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
* test: Add tests for DynamoAI guardrail registration
Verifies enum entry, initializer registry, class registry,
instance creation, and global registry discovery.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Without this field on the model, GET /get/ui_settings omits the setting
from the response and field_schema, preventing the UI from reading it.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add disable_custom_api_keys UI setting that prevents users from specifying
custom key values during key generation and regeneration. When enabled, all
keys must be auto-generated, eliminating the risk of key hash collisions
in multi-tenant environments.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When the shared aiohttp session closes (due to network interruption,
idle timeout, or Redis failover side effects), the proxy permanently
falls back to creating a new HTTPS connection per request, losing the
benefit of connection pooling for the entire pod lifetime.
Fix: make add_shared_session_to_data() async and recreate the session
when it is found closed, restoring connection pooling automatically.
Fixes#23806
The test expected fallback to all logs when backend filters return empty,
but the source was intentionally changed to show empty results instead of
stale data. Updated test to match.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When updating or regenerating a key without changing its key_alias, the
existing alias was being re-validated against current format rules. This
caused keys with legacy aliases (created before stricter validation) to
become uneditable. Now validation only runs when the alias actually changes.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move the non-admin team validation into the existing get_team_object call
site to avoid an extra DB round-trip. The existing call already fetches
the team for limits checking — we now add the LIT-1884 guard there when
team_obj is None for non-admin callers.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Internal users could exploit key/generate and key/update to create unbound
keys (no user_id, no budget) or attach keys to non-existent teams. This
adds validation for non-admin callers: auto-assign user_id on generate,
reject invalid team_ids, and prevent removing user_id on update.
Closes LIT-1884
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Remove `.length > 0` check so that when a backend filter returns an
empty result set the table correctly shows no data instead of falling
back to the previous unfiltered logs.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
