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

Ensure consistent 'created' across all chunks + set tool call id for ollama streaming calls (#11528 )

2025-06-07 20:50:07 -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

aiohttp_openai/ fixes - allow using aiohttp_openai/gpt-4o (#7598 )

2025-01-06 21:39:11 -08:00

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

test_mcp_tools_with_responses_api

2025-07-03 14:53:30 -07:00

test_anthropic_text_completion.py

Easier user onboarding via SSO (#8187 )

2025-02-02 23:02:33 -08:00

test_aws_base_llm.py

(fix) BaseAWSLLM - cache IAM role credentials when used (#7775 )

2025-01-14 20:16:22 -08:00

test_azure_ai.py

Litellm dev 06 18 2025 p1 (#11872 )

2025-06-18 21:24:36 -07:00

test_azure_o_series.py

test azure o series

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

test_azure_openai.py

Anthropic /v1/messages - Custom LLM Server support (#12016 )

2025-06-24 22:00:44 -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

Bedrock Passthrough cost tracking (/invoke + /converse routes - streaming + non-streaming) (#12123 )

2025-06-27 20:01:12 -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_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

fix(databricks/chat/transformation.py): handle empty headers case

2025-04-05 08:33:56 -07:00

test_deepgram.py

Litellm dev 12 28 2024 p3 (#7464 )

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

test_deepseek_completion.py

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

2025-05-23 22:55:35 -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

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

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

test_gemini.py

test_gemini_url_context

2025-07-03 16:13:44 -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_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_litellm_proxy_provider.py

fix(transformation.py): correctly translate 'thinking' param for lite… (#9904 )

2025-04-11 23:25:13 -07:00

test_mistral_api.py

Enhance Mistral API: Add support for parallel tool calls (#11770 )

2025-06-19 20:12:39 -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: override flaky test

2025-04-29 18:54:49 -07:00

test_openai.py

test: update unit testing

2025-06-14 08:41:34 -07:00

test_optional_params.py

Support returning virtual key in custom auth + Handle provider-specific optional params for embedding calls (#11346 )

2025-06-03 07:24:13 -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

added mock_tests

2025-03-11 16:32:15 -04:00

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_voyage_ai.py

Add unit test

2025-03-14 18:14:41 +01:00

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_xai_check_for_stop_in_supported_params

2025-06-14 16:33:38 -07:00