litellm

test_llm_response_utils

Support caching on reasoning content + other fixes (#8973 )

2025-03-04 21:12:16 -08:00

base_audio_transcription_unit_tests.py

[Feat] Perf fix - ensure deepgram provider uses async httpx calls (#11641 )

2025-06-11 18:32:01 -07:00

base_embedding_unit_tests.py

Litellm dev 12 25 2025 p2 (#7420 )

2024-12-25 18:35:34 -08:00

base_llm_unit_tests.py

test_function_calling_with_tool_response

2025-08-05 09:55:47 -07:00

base_rerank_unit_tests.py

Add cost tracking for rerank via bedrock (#8691 )

2025-02-20 21:00:18 -08:00

conftest.py

[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905 )

2025-08-23 13:13:23 -07:00

dog.wav

(feat) Support audio param in responses streaming (#6312 )

2024-10-18 19:16:14 +05:30

duck.png

fix vertex ai multimodal embedding translation (#9471 )

2025-03-24 23:23:28 -07:00

gettysburg.wav

Litellm dev 12 25 2025 p2 (#7420 )

2024-12-25 18:35:34 -08:00

guinea.png

fix vertex ai multimodal embedding translation (#9471 )

2025-03-24 23:23:28 -07:00

log.xt

Litellm dev 04 05 2025 p2 (#9774 )

2025-04-07 21:02:52 -07:00

Readme.md

LiteLLM Minor Fixes & Improvements (11/29/2024) (#6965 )

2024-12-01 05:24:11 -08:00

test_aiohttp_openai.py

(proxy - RPS) - Get 2K RPS at 4 instances, minor fix aiohttp_openai/ (#7659 )

2025-01-09 17:24:18 -08:00

test_anthropic_completion.py

VertexAI - camelcase optional params for image generation + Anthropic - streaming, always ensure assistant role set on only first chunk (#12889 )

2025-07-27 10:09:43 -07:00

test_aws_base_llm.py

Add support for AWS assume_role with a session token

2025-08-23 22:37:21 -07:00

test_azure_ai.py

[Bug Fix]: Azure OpenAI GPT-5 max_tokens + reasoning param support (#13510 )

2025-08-11 15:40:53 -07:00

test_azure_o_series.py

test azure o series

2025-04-02 09:46:45 -07:00

test_azure_openai.py

feat(common_utils.py): make default azure openai responses api use /openai/v1/responses logic

2025-08-11 23:40:05 -07:00

test_bedrock_agents.py

Add 'audio_url' message type support for VLLM (#12270 )

2025-07-02 20:37:45 -07:00

test_bedrock_completion.py

[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905 )

2025-08-23 13:13:23 -07:00

test_bedrock_dynamic_auth_params_unit_tests.py

Litellm staging 05 10 2025 - openai pdf url support + sagemaker chat content length error fix (#10724 )

2025-05-10 17:41:57 -07:00

test_bedrock_embedding.py

fix: remove aws params from bedrock embedding request body (#8618 ) (#8696 )

2025-02-24 10:04:58 -08:00

test_bedrock_govcloud.py

[LLM Translation] Add Gov Cloud bedrock model pricing and context windows (#12773 )

2025-07-19 16:12:05 -07:00

test_bedrock_gpt_oss.py

[Feat] Add Streaming support + Docs for bedrock gpt-oss model family (#13346 )

2025-08-12 08:39:36 -07:00

test_bedrock_invoke_tests.py

[Bedrock] Fixes to only allow accepted fields for tool json schema (#10062 )

2025-05-13 19:49:30 -07:00

test_bedrock_llama.py

Add bedrock llama4 pricing + handle llama4 templating on bedrock invoke route (#10582 )

2025-05-06 16:06:24 -07:00

test_bedrock_nova_json.py

Extract 'thinking' from nova response + Add 'drop_params' support for gpt-image-1 (#10680 )

2025-05-08 23:01:38 -07:00

test_clarifai_completion.py

(Refactor) Code Quality improvement - Use Common base handler for clarifai/ (#7125 )

2024-12-09 21:04:48 -08:00

test_cloudflare.py

(Refactor) Code Quality improvement - Use Common base handler for cloudflare/ provider (#7127 )

2024-12-10 10:12:22 -08:00

test_cohere_generate_api.py

fix(acompletion): support fallbacks on acompletion (#7184 )

2024-12-11 19:20:54 -08:00

test_cohere.py

feat: Add support for Cohere Embed v4.0 model (#11329 )

2025-06-02 11:25:29 -07:00

test_convert_dict_to_image.py

Fix None values in usage field for gpt-image-1 model responses (#11448 )

2025-06-05 13:19:18 -07:00

test_databricks.py

test: skip dbrx claude 3-7 sonnet test - rate limit errors

2025-07-28 17:34:42 -07:00

test_deepgram.py

Litellm dev 12 28 2024 p3 (#7464 )

2024-12-28 19:18:58 -08:00

test_deepseek_completion.py

test_completion_cost_deepseek

2025-07-23 13:16:12 -07:00

test_elevenlabs.py

[Feat] Add Eleven Labs - Speech To Text Support on LiteLLM (#12119 )

2025-06-27 17:50:49 -07:00

test_fireworks_ai_translation.py

[LLM Translation] Fix Realtime API endpoint for no intent (#13476 )

2025-08-14 16:24:14 -07:00

test_gemini.py

[Bug Fix] Mistral Tool Calling - Grammar error: at 3(11): failed to compile JSON schema (#13389 )

2025-08-07 13:50:22 -07:00

test_gpt4o_audio.py

Add gemini audio input support + handle special tokens in sagemaker response (#9640 )

2025-03-29 19:23:09 -07:00

test_groq.py

fix(spend_tracking_utils.py): revert api key pass through fix (#7977 )

2025-01-24 21:04:36 -08:00

test_huggingface_chat_completion.py

Revert "Revert "fix tests (#12286 )""

2025-07-03 12:08:27 -07:00

test_hyperbolic.py

Revert "Litellm dev 07 21 2025 p1 (#12848 )"

2025-07-22 18:28:36 -07:00

test_infinity.py

[Feat] Use aiohttp transport by default - 97% lower median latency (#11097 )

2025-05-23 22:55:35 -07:00

test_jina_ai.py

Litellm 12 02 2024 (#6994 )

2024-12-02 22:00:01 -08:00

test_lambda_ai.py

[Performance] Use O(1) Set lookups for model routing (#13879 )

2025-08-21 22:56:46 -07:00

test_litellm_proxy_provider.py

[Bug Fix] image_edit() function returns APIConnectionError with litellm_proxy - Support for both image edits and image generations (#13735 )

2025-08-18 18:26:32 -07:00

test_mistral_api.py

test: reduce mistral direct tests b/c of rate limit errors

2025-08-23 11:15:03 -07:00

test_morph.py

fix morph api tests

2025-07-22 18:44:44 -07:00

test_nvidia_nim.py

[Feat] Add tools support for Nvidia NIM (#10763 )

2025-05-12 14:07:35 -07:00

test_openai_o1.py

test: remove o1-preview

2025-07-28 17:47:57 -07:00

test_openai_realtime.py

[LLM Translation] Fix Realtime API endpoint for no intent (#13476 )

2025-08-14 16:24:14 -07:00

test_openai.py

[Bug Fix] - Allow using reasoning_effort for gpt-5 model family and reasoning for Responses API (#13475 )

2025-08-10 09:55:36 -07:00

test_optional_params.py

feat(support-allowed_openai_params-for-responses-api): Fixes https://github.com/BerriAI/litellm/issues/13559

2025-08-16 00:23:37 -07:00

test_perplexity_reasoning.py

[Feat] Add reasoning_effort support for perplexity models (#11562 )

2025-06-09 17:07:31 -07:00

test_prompt_caching.py

(feat) openai prompt caching (non streaming) - add prompt_tokens_details in usage response (#6039 )

2024-10-03 23:31:10 +05:30

test_prompt_factory.py

Add DBRX Anthropic w/ thinking + response_format support (#9744 )

2025-04-04 22:13:32 -07:00

test_rerank.py

test: update tests to new deployment model (#10142 )

2025-04-18 14:22:12 -07:00

test_router_llm_translation_tests.py

test_prompt_caching

2025-02-26 09:29:15 -08:00

test_snowflake.py

ruff check ./litellm --fix

2025-07-12 11:04:02 -07:00

test_text_completion_unit_tests.py

test: fixes

2025-05-31 12:42:56 -07:00

test_text_completion.py

Add inference providers support for Hugging Face (#8258 ) (#9738 ) (#9773 )

2025-04-05 10:50:15 -07:00

test_together_ai.py

[Feat] Use aiohttp transport by default - 97% lower median latency (#11097 )

2025-05-23 22:55:35 -07:00

test_triton.py

fix(triton/completion/transformation.py): remove bad_words / stop wor… (#10163 )

2025-04-19 11:23:37 -07:00

test_unit_test_bedrock_invoke.py

Litellm staging 05 10 2025 - openai pdf url support + sagemaker chat content length error fix (#10724 )

2025-05-10 17:41:57 -07:00

test_v0.py

feat: add v0 provider support (#12751 )

2025-07-18 18:26:44 -07:00

test_voyage_ai.py

Add support for voyage-context-3 embedding model

2025-08-22 00:15:12 +05:30

test_watsonx.py

Support env var vertex credentials for passthrough + ignore space id on watsonx deployment (throws Json validation errors) (#11527 )

2025-06-07 20:31:05 -07:00

test_xai.py

test fix xai - it goes through base llm tests already

2025-07-30 18:18:49 -07:00