Commit Graph

2435 Commits

Author SHA1 Message Date
YutaSaito 12bc66aa5b Merge pull request #19623 from BerriAI/litellm_fix_completions_mcp_output_ordering
[fix] completions mcp output ordering
2026-01-23 15:56:02 +09:00
Yuta Saito 6a60b3d848 test: completions mcp output test 2026-01-23 15:17:14 +09:00
John Greek 26a2c90818 [Fix] Anthropic models on Azure AI cache pricing (#19532) (#19614) 2026-01-22 20:00:40 -08:00
Ishaan Jaff c23e4b87dc [Feat] New LiteLLM Policy engine - create policies to manage guardrails, conditions - permissions per Key, Team (#19612)
* init PolicyMatcher

* TestPolicyMatcherGetMatchingPolicies

* TestPolicyMatcherGetMatchingPolicies

* feat: init PolicyResolver

* init resolver types

* init policy from config

* inint PolicyValidator

* validate policy

* init Architecture Diagram

* test_add_guardrails_from_policy_engine

* init _init_policy_engine

* test updates

* test fixws

* new attachment config

* simplify types

* TestPolicyResolverInheritance

* fix policy resolver

* fix policies

* fix applied policy

* docs fix

* docs fix

* fix linting + QA checks

* fix linting + QA fixes

* test fixes
2026-01-22 19:49:53 -08:00
mpcusack-altos 88f8f49e1d fix(websearch_interception): filter internal kwargs before follow-up request (#19577)
The websearch interception handler was passing internal flags like
`_websearch_interception_converted_stream` to the follow-up LLM request.
This caused "Extra inputs are not permitted" errors from providers like
Bedrock that use strict Pydantic validation.

Fix: Filter out all kwargs starting with `_websearch_interception` prefix
before making the follow-up anthropic_messages.acreate() call.
2026-01-22 10:42:20 -08:00
Eric Cao a51835dfcc Metrics prometheus user team count (#19520)
* add user count and team count prometheus metrics

* rebase

* revert mistaken deletion
2026-01-22 08:17:15 -08:00
Sameer Kankute 842e5b3ad6 Merge pull request #19560 from BerriAI/litellm_bedrock_invoke_structured_output
[Feat] Add support for output formatfor bedrock invoke via v1/messages
2026-01-22 19:44:48 +05:30
Sameer Kankute c78c878822 Merge pull request #19558 from BerriAI/litellm_gemini_vertexai_mapping
Add custom vertex ai mapping to the output
2026-01-22 19:44:32 +05:30
Sameer Kankute 73715ab417 Merge pull request #19556 from BerriAI/litellm_fix_gemini_batch_jan22
Fix: generation config empty for batch
2026-01-22 19:44:26 +05:30
Sameer Kankute f312bf23d0 Fix:test_multiple_function_call 2026-01-22 19:34:54 +05:30
Sameer Kankute 991fee056f Fix batch tests 2026-01-22 19:23:32 +05:30
Yuta Saito 8a622c51f5 feat: Add MCP tools response to chat completions 2026-01-22 19:23:32 +05:30
Sameer Kankute ad1edd38d5 Merge branch 'main' into litellm_staging_01_21_2026 2026-01-22 17:56:40 +05:30
Sameer Kankute 24faca9bcf Add support for output formatfor bedrock invoke via v1/messages 2026-01-22 16:36:03 +05:30
Sameer Kankute 18240662db Add custom vertex ai mapping to the output 2026-01-22 15:18:24 +05:30
Yuta Saito ed67bf2705 feat: Add MCP tools response to chat completions 2026-01-22 15:32:04 +09:00
Harshit Jain 746414eb9b Fix/per service ssl override v2 (#19538)
* refactor(ssl): support per-service SSL verification overrides

* add test cases for ssl
2026-01-21 20:10:04 -08:00
davida-ps 7777aeb695 fixing prompt-security's guardrail implementation (#19374)
* Consolidated change

* fix(prompt_security): update message processing to persist sanitized files and filter for API calls

* fix per krrishdholakia suggestion
2026-01-21 20:09:40 -08:00
jay prajapati 363b0cc132 fix(azure): preserve content_policy_violation details for images (#19328) (#19372)
Azure OpenAI Images (DALL·E 3) returns policy violations as a structured payload under body["error"], including inner_error.content_filter_results and revised_prompt.

LiteLLM previously:
- Failed to extract nested error messages (get_error_message only handled body["message"])
- Missed policy violation detection when error strings were generic
- Dropped inner_error details when raising ContentPolicyViolationError

This change:
- Extracts nested Azure error fields (code/type/message + inner_error)
- Detects policy violations via structured error codes
- Passes an OpenAI-style error body + provider_specific_fields to preserve details

Tests:
- python3 -m pytest tests/test_litellm/llms/azure/test_azure_exception_mapping.py
- python3 -m pytest tests/test_litellm/litellm_core_utils/test_exception_mapping_utils.py

Fixes #19328
2026-01-21 20:06:51 -08:00
Ishaan Jaff d5e912322f [Fix] VertexAI Pass through - Ensure only anthropic betas are forwarded down to LLM API (#19542)
* fix ALLOWED_VERTEX_AI_PASSTHROUGH_HEADERS

* test_vertex_passthrough_forwards_anthropic_beta_header

* fix test_vertex_passthrough_forwards_anthropic_beta_header

* test_vertex_passthrough_does_not_forward_litellm_auth_token

* fix utils

* Using Anthropic Beta Features on Vertex AI

* test_forward_headers_from_request_x_pass_prefix
2026-01-21 19:12:04 -08:00
yuneng-jiang 6b6785bc4f Merge pull request #19539 from BerriAI/litellm_models_scope
[Feature] Adding Optional scope Param to /models
2026-01-21 17:41:22 -08:00
yuneng-jiang c6b157832b Merge pull request #19296 from BerriAI/litellm_esca_reissue
[Reissue: Fix] /user/new Privilege Escalation
2026-01-21 16:46:34 -08:00
yuneng-jiang 6723b30d03 Adding scope to /models 2026-01-21 16:40:31 -08:00
YutaSaito 4a14a53ae8 Merge pull request #19469 from BerriAI/litellm_feat_mcp_spendlogs
[feat] mcp spendlogs
2026-01-22 05:29:21 +09:00
Ishaan Jaff 5cb5969a26 [Fix] LiteLLM VertexAI Pass through - ensuring incoming headers are forwarded down to target (#19524)
* test_vertex_passthrough_forwards_anthropic_beta_header

* add_incoming_headers
2026-01-21 12:01:33 -08:00
yuneng-jiang d0e35751a1 Fixing tests and linting 2026-01-21 11:02:39 -08:00
yuneng-jiang b5a7d2ab34 Paginating model/info endpoint 2026-01-21 10:44:18 -08:00
John Greek aa4b0e0149 Fix duplicate test_handler.py filenames causing pytest collection errors (#19385) 2026-01-21 08:47:50 -08:00
Sameer Kankute e758dd0a59 Merge pull request #19472 from BerriAI/litellm_fix_chat_completion_responses_streaming
Fix: tool call streaming in chat completion bridge
2026-01-21 19:15:53 +05:30
Sameer Kankute b6691baf24 Merge pull request #19482 from BerriAI/litellm_anthropic_max_length
Filter out unsupported fields from JSON schema for Anthropic's output_format API.
2026-01-21 18:57:16 +05:30
Sameer Kankute d879dcdcef Revert "Fix/prisma schema permission (#19391)"
This reverts commit 75ee0d126c.
2026-01-21 17:19:32 +05:30
Sameer Kankute a1aba2ed8d Merge pull request #19491 from BerriAI/main
merge main 20 1 25
2026-01-21 16:40:48 +05:30
Sameer Kankute c571a02f3b Filter out unsupported fields from JSON schema for Anthropic's output_format API. 2026-01-21 15:48:22 +05:30
Sameer Kankute 3a0d166eb0 Fix: tool call streaming in chat completino brigde 2026-01-21 12:14:02 +05:30
Yuta Saito caf5f7f8ae test: add test 2026-01-21 14:51:56 +09:00
Ryne Carbone 15013cec4b feat(gemini): add file content support in tool results (#19416)
Add support for 'file' and 'input_file' content types in
convert_to_gemini_tool_call_result(). File content in tool
results was previously silently dropped.

Supports base64 data URIs and HTTP URLs, matching the existing
image handling pattern. Enables PDF, audio, video, and other
file types as inline_data for Gemini.
2026-01-20 19:54:12 -08:00
Cesar Garcia b4ed387d24 fix(vertex_ai): handle reasoning_effort as dict from OpenAI Agents SDK (#19419)
The OpenAI Agents SDK (v0.6.9+) now passes reasoning_effort as a dict
when summary is specified: {"effort": "high", "summary": "auto"}

This change extracts the "effort" value from the dict for Vertex AI,
which only supports thinkingLevel (not summary).

Before: reasoning_effort={"effort": "high"} was silently ignored
After: reasoning_effort={"effort": "high"} correctly maps to thinkingLevel

Fixes #19411
2026-01-20 19:31:25 -08:00
Kamil Jopek ce722ab763 Make grpc dependency optional (#19447)
* Make grpc optional and document gRPC OTEL setup

* Add tests for missing OTLP gRPC imports
2026-01-20 19:03:52 -08:00
Harshit Jain b36e704e06 fix: ensure auto-rotation updates existing AWS secret instead of creating new one (#19455) 2026-01-20 18:30:36 -08:00
Ishaan Jaff ddebdd47bc [Feat] Add Support for Claude Code Max/OAuth 2 on LiteLLM AI Gateway (#19453)
* fix count_tokens_with_anthropic_api

* remove outdated file

* fix ANTHROPIC_TOKEN_COUNTING_BETA_VERSION

* refactor: get_token_counter

* init test suite for token counter

* init token counters

* fix: fix pyrightI

* fix Code QA issues

* feat: add OAUTH handling ant

* feat: Oauth handling Ant

* test anthopic common utils

* fix code QA

* docs
2026-01-20 17:21:17 -08:00
yuneng-jiang 232ae52b94 attempt test_route_checks fix 2026-01-20 15:55:44 -08:00
Harshit Jain 20323feecc fix(prompts): fix prompt info lookup and delete using correct IDs (#19358)
* fix(prompts): fix prompt info lookup and delete using correct IDs

* add regression tests cases
2026-01-20 12:28:34 -08:00
Kris Xia 56bf6001e9 Supports setting media_resolution and fps parameters on each video file, when using Gemini video understanding. (#19273)
* feat: add gemini video metadata and detail support

Implement support for video_metadata and enhanced detail parameter
for Gemini 3.0+ models:

- Add video_metadata field to ChatCompletionFileObjectFile type
  - Supports fps, start_offset, and end_offset parameters
  - Properly converts snake_case to camelCase for Gemini API
- Extend detail parameter to support medium and ultra_high levels
  - Maps to MEDIA_RESOLUTION_MEDIUM and MEDIA_RESOLUTION_ULTRA_HIGH
- Update _process_gemini_image to handle video metadata transformation
- Add version gating to only apply features for Gemini 3+ models
- Add comprehensive test coverage (6 new test cases)
  - Test detail parameter with file objects
  - Test video_metadata fields (fps, start_offset, end_offset)
  - Test combined detail + video_metadata usage
  - Test new detail levels (medium, ultra_high)
  - Test version gating (Gemini 1.5 vs 3.0)

Note: video_metadata is only supported for video files but error
handling is delegated to Vertex AI for other media types.

* refactor: rename _process_gemini_image to _process_gemini_media

The function handles multiple media types (images, audio, video, PDF),
not just images. Renamed to better reflect its actual purpose.

- Update function name in transformation.py
- Update all function calls and references
- Update test names and imports to match
- Improve docstring to clarify it handles all media types

* docs: add video metadata and media resolution control documentation

Add comprehensive documentation for Gemini 3+ video processing features:
- Document media resolution control (detail parameter) for images and videos
- Add video_metadata field documentation (fps, start_offset, end_offset)
- Include usage examples with tabs for basic, combined, and proxy scenarios
- Update both Gemini and Vertex AI provider documentation
- Clarify snake_case to camelCase field conversion for Gemini API

Signed-off-by: Kris Xia <xiajiayi0506@gmail.com>

* refactor(gemini): extract metadata application into helper function

Extract duplicated Gemini 3+ media_resolution and video_metadata
application logic from _process_gemini_media into a dedicated
_apply_gemini_3_metadata helper function to improve code maintainability.

---------

Signed-off-by: Kris Xia <xiajiayi0506@gmail.com>
2026-01-20 11:36:55 -08:00
Harshit Jain 75ee0d126c Fix/prisma schema permission (#19391)
* fix: add prisma permission issue

* Add test case for prisma generate
2026-01-20 09:53:16 -08:00
Sameer Kankute 11dbae85d1 Merge pull request #19390 from BerriAI/litellm_consistent_id_streaming_responses
Fix: ID mismatch between text-start and text-delta
2026-01-20 20:46:34 +05:30
Sameer Kankute 9e1275b76c Merge branch 'main' into litellm_staging_01_19_2026 2026-01-20 19:19:36 +05:30
Sameer Kankute a3c1f4758d Merge branch 'main' into litellm_consistent_id_streaming_responses 2026-01-20 19:02:23 +05:30
Sameer Kankute e69c12b6db Merge pull request #19396 from BerriAI/litellm_responses_route_fix
Fix for Prometheus Metric Cardinality Issue with /responses Endpoint
2026-01-20 19:01:18 +05:30
Sameer Kankute 2153db5e64 fix: test_convert_to_bedrock_format_post_call_streaming_hook 2026-01-20 18:27:36 +05:30
Sameer Kankute f0785d5a51 Fix:test_supported_params_limited_to_docs 2026-01-20 17:26:40 +05:30