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litellm/tests/test_litellm
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Krish Dholakia 32013f63a0
Guardrail API - support tool call checks on OpenAI /chat/completions, OpenAI /responses, Anthropic /v1/messages (#17459) 
* fix(unified_guardrail.py): correctly map a v1/messages call to the anthropic unified guardrail

* fix: add more rigorous call type checks

* fix(anthropic_endpoints/endpoints.py): initialize logging object at the beginning of endpoint

ensures call id + trace id are emitted to guardrail api

* feat(anthropic/chat/guardrail_translation): support streaming guardrails

sample on every 5 chunks

* fix(openai/chat/guardrail_translation): support openai streaming guardrails

* fix: initial commit fixing output guardrails for responses api

* feat(openai/responses/guardrail_translation): handler.py - fix output checks on responses api

* fix(openai/responses/guardrail_translation/handler.py): ensure responses api guardrails work on streaming

* test: update tests

* test: update tests

* fix: support multiple kinds of input to the guardrail api

* feat(guardrail_translation/handler.py): support extracting tool calls from openai chat completions for guardrail api's

* feat(generic_guardrail_api.py): support extracting + returning modified tool calls on generic_guardrails_api

allows guardrail api to analyze tool call being sent to provider - to run any analysis on it

* fix(guardrails.py): support anthropic /v1/messages tool calls

* feat(responses_api/): extract tool calls for guardrail processing

* docs(generic_guardrail_api.md): document tools param support

* docs: generic_guardrail_api.md

improve documentation
2025-12-03 21:20:39 -08:00
..
caching fix(redis): handle float redis_version from AWS ElastiCache Valkey (#16207) 2025-11-04 19:20:00 -08:00
completion_extras Merge pull request #16844 from Chesars/fix/response-format-to-text-format-bridge-conversion 2025-11-26 08:51:09 +05:30
containers Add E2E Container API Support (#16136) 2025-11-01 14:03:51 -07:00
enterprise [Bug Fix] - Fix litellm_enterprise ensure imported routes exist (#17337) 2025-12-01 19:14:12 -08:00
experimental_mcp_client refactor: drop MCPClient.connect and use run_with_session lifecycle (#16696) 2025-11-15 17:54:27 -08:00
google_genai [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
integrations Permission Management - disable global guardrails by key/team (#16983) 2025-11-22 15:43:50 -08:00
litellm_core_utils Add context window exception mapping for Together AI (#17284) 2025-12-01 20:02:59 -08:00
llms Guardrail API - support tool call checks on OpenAI /chat/completions, OpenAI /responses, Anthropic /v1/messages (#17459) 2025-12-03 21:20:39 -08:00
passthrough fix test claude-sonnet-4-5-20250929 2025-10-31 18:13:29 -07:00
proxy Guardrail API - support tool call checks on OpenAI /chat/completions, OpenAI /responses, Anthropic /v1/messages (#17459) 2025-12-03 21:20:39 -08:00
responses fix: prevent duplicate spend logs in Responses API for non-OpenAI providers (#16992) 2025-11-23 21:57:01 -08:00
router_strategy fix: Prevent AttributeError for _get_tags_from_request_kwargs (#14735) 2025-09-19 15:21:02 -07:00
router_utils Add LLM provider response headers to Responses API (#16091) 2025-11-01 13:25:56 -07:00
secret_managers [Feat] Add Custom Secret Manager - Allow users to define and write a custom secret manager (#16297) 2025-11-05 17:20:26 -08:00
types Gemini models: capture image_tokens and support cost_per_output_image_token in costs calculations (#16912) 2025-11-21 19:59:24 -08:00
vector_stores Add vector store support for ragflow 2025-12-03 15:29:47 +05:30
__init__.py [Feat] Add github co-pilot as a new LLM API provider (#12325) 2025-07-04 13:12:16 -07:00
conftest.py Perf speed up pytest (#15951) 2025-10-27 19:43:40 -07:00
log.txt fix: fix linting errors 2025-09-27 14:25:05 -07:00
readme.md Litellm fix GitHub action testing (#11163) 2025-05-26 14:41:42 -07:00
test_acompletion_session_reuse_e2e.py [Fix] - Sessions not being shared (#15388) 2025-10-09 16:57:40 -07:00
test_add_deployment_no_master_key.py fix: remove strict master_key check in add_deployment (#16453) 2025-11-10 19:23:13 -08:00
test_aembedding_session_reuse_e2e.py [Fix] - shared session parsing and usage issue (#15440) 2025-10-10 19:26:53 -07:00
test_azure_video_router.py Litellm sameer oct staging (#15806) 2025-10-24 12:17:22 -07:00
test_claude_haiku_4_5_config.py fix haiku-4-5 bedrock configs (#16732) 2025-11-17 19:52:01 -08:00
test_constants.py tes numeric constants 2025-10-29 18:23:38 -07:00
test_container_router.py Add E2E Container API Support (#16136) 2025-11-01 14:03:51 -07:00
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 Fix audio transcription cost tracking (#16478) 2025-11-19 20:29:39 -08:00
test_exception_mapping_request_attribute.py Added test 2025-09-29 21:43:31 +05:30
test_filter_out_litellm_params.py [Bug Fix] Exa Search API - ensure request params are sent to Exa AI (#15855) 2025-10-23 11:56:30 -07:00
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 block input_examples in fucntion definition for non anthropic providers 2025-11-27 22:46:28 +05:30
test_redis.py fix: Apply max_connections configuration to Redis async client (#15797) 2025-10-22 09:19:08 -07:00
test_responses_id_security.py test_encrypt_response_id_success 2025-11-14 17:28:15 -08:00
test_router.py Add aws_bedrock_runtime_endpoint into Credential Types (#17053) 2025-11-24 20:48:51 -08:00
test_router_google_genai.py test(gemini): Add unit tests for Google GenAI adapter 2025-09-29 18:51:35 +08:00
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 Gemini models: capture image_tokens and support cost_per_output_image_token in costs calculations (#16912) 2025-11-21 19:59:24 -08:00
test_uuid_helper.py Fix: revert fastuuid optional dependency, always use fastuuid in .__uid helper (#14941) 2025-09-26 09:14:20 -07:00
test_video_generation.py fix(gemini-video): inherit BaseVideoConfig to enable async content response (#16875) 2025-11-21 16:01:21 -08:00

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:

  1. Increase test coverage of litellm/
  2. 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