mirror of https://github.com/tiennm99/litellm.git synced 2026-08-02 18:21:56 +00:00

Files

T

Krish DholakiaandGitHub 302f55c7db Bedrock + MCP - working MCP calls to bedrock via Responses API + Log hidden params for OTEL calls (#15677 )

* fix: minor fixes to mcp streaming with bedrock

* fix(bedrock/): working bedrock with mcp tools

handle empty description

* test: add unit test

* test: test fixes

* fix(vector_store_registry.py): load vector store with litellm params from config.yaml

fixes minor issue where litellm params weren't being loaded in from config.yaml

* docs(knowledgebase.md): document azure vector store current limitation

* fix(opentelemetry.py): add hidden params to otel logs

Fixes LIT-1274

* fix: fix test

2025-10-18 10:39:28 -07:00

caching

[Performance] Reduce complexity of InMemoryCache.evict_cache from O(n*log(n)) to O(log(n)) (#15000 )

2025-09-30 16:49:35 -07:00

completion_extras/litellm_responses_transformation

feat(openai/): convert chat completion tool calls to responses api

2025-10-10 19:41:11 -07:00

enterprise/enterprise_callbacks

[Feat] Backend - Add support for disabling callbacks in request body (#12762 )

2025-07-19 10:10:30 -07:00

experimental_mcp_client

fix(mcp/): add ssl certificate settings for mcp clients

2025-10-06 18:36:05 -07:00

google_genai

[Oct Staging Branch] (#15460 )

2025-10-17 17:52:25 -07:00

integrations

UI - add arize on ui, LLMs - clarifai refactor to openai compatible route, added azure ai/grok-4 model family

2025-10-16 20:39:15 -07:00

litellm_core_utils

Bedrock + MCP - working MCP calls to bedrock via Responses API + Log hidden params for OTEL calls (#15677 )

2025-10-18 10:39:28 -07:00

llms

[Oct Staging Branch] (#15460 )

2025-10-17 17:52:25 -07:00

passthrough

test: add unit tests

2025-10-06 13:53:36 -07:00

proxy

[Oct Staging Branch] (#15460 )

2025-10-17 17:52:25 -07:00

responses

test: update test

2025-10-12 21:58:06 -07:00

router_strategy

fix: Prevent AttributeError for _get_tags_from_request_kwargs (#14735 )

2025-09-19 15:21:02 -07:00

router_utils

test

2025-09-06 16:38:43 -07:00

secret_managers

test(test_get_azure_ad_token_provider.py): add unit test to ensure default azure credentials used in the right context

2025-09-11 16:07:32 -07:00

types

[LLM Translation] Fix Model Usage not having text tokens (#13234 )

2025-08-04 21:06:49 +05:30

vector_stores

[Bug Fix] Bedrock KB - Using LiteLLM Managed Credentials for Query (#13787 )

2025-08-19 15:39:36 -07:00

__init__.py

[Feat] Add github co-pilot as a new LLM API provider (#12325 )

2025-07-04 13:12:16 -07:00

conftest.py

[Feat] Add support for returning images with gemini/gemini-2.5-flash-image-preview with /chat/completions (#13983 )

2025-08-27 16:16:19 -07:00

log.txt

fix: fix linting errors

2025-09-27 14:25:05 -07:00

readme.md

…

test_acompletion_session_reuse_e2e.py

[Fix] - Sessions not being shared (#15388 )

2025-10-09 16:57:40 -07:00

test_aembedding_session_reuse_e2e.py

[Fix] - shared session parsing and usage issue (#15440 )

2025-10-10 19:26:53 -07:00

test_constants.py

…

test_cost_calculation_log_level.py

Enhance logging in cost calculation tests to ensure DEBUG level captures are accurate. Updated tests to set logger level before assertions and restored original logger level after execution. This improves reliability of log level checks in both cost and batch cost calculation tests.

2025-08-14 14:21:22 -07:00

test_cost_calculator.py

[Feat] Cost Tracking - specify a global vendor discount for costs. (#15546 )

2025-10-14 20:07:04 -07:00

test_exception_mapping_request_attribute.py

Added test

2025-09-29 21:43:31 +05:30

test_groq_streaming_encoding.py

[Bug] Fix: Vertex Mistral not working for streaming (#13952 )

2025-08-25 17:39:40 -07:00

test_logging.py

[Bug Fix] StandardLoggingPayload on cache_hits should track custom llm provider + DD LLM Obs span type (#12652 )

2025-07-16 15:43:15 -07:00

test_lowest_latency_zero_tokens.py

fix: remove router inefficiencies (from O(M*N) to O(1)) - 62.5% faster P99 latency (#15046 )

2025-09-29 15:49:46 -07:00

test_main.py

Revert "Merge pull request #14761 from uzaxirr/feat/sdk-additional-headers"

2025-09-23 13:59:54 -07:00

test_redis.py

fix mapped tests 1 (#15445 )

2025-10-11 08:33:08 -07:00

test_router_google_genai.py

test(gemini): Add unit tests for Google GenAI adapter

2025-09-29 18:51:35 +08:00

test_router.py

fix _add_deployment_model_to_endpoint_for_llm_passthrough_route

2025-10-16 15:10:54 -07:00

test_shared_session_integration.py

feat: Add shared_session parameter for aiohttp ClientSession reuse

2025-09-19 01:46:53 -07:00

test_system_message_format_bug.py

Ensure that function_call_prompt extends system messages following its current schema

2025-08-03 17:47:13 +02:00

test_utils.py

test fix

2025-10-17 18:55:05 -07:00

test_uuid_helper.py

Fix: revert fastuuid optional dependency, always use fastuuid in .__uid helper (#14941 )

2025-09-26 09:14:20 -07:00

readme.md

Testing for `litellm/`

This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.

The point of this is to:

Increase test coverage of litellm/
Make it easy for contributors to add tests for the litellm/ package and easily run tests without needing LLM API keys.

File name conventions

litellm/proxy/test_caching_routes.py maps to litellm/proxy/caching_routes.py
test_<filename>.py maps to litellm/<filename>.py

readme.md

Testing for litellm/

File name conventions

Testing for `litellm/`