litellm

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kothamah 12530b375f Litellm bedrock OpenAI model support (#17368 )

* Update constants.py

added constants

* Update base_aws_llm.py

added steps

* Update invoke_handler.py

added openai support

* Update base_invoke_transformation.py

added

* Update test_bedrock_completion.py

added

2025-12-02 09:19:53 -08:00

fixtures

test fix

2025-10-16 18:00:46 -07:00

test_llm_response_utils

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

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

test_skills_data

[Feat] New API - Claude Skills API (Anthropic) (#17042 )

2025-11-24 15:01:40 -08:00

test-skill

[Feat] New API - Claude Skills API (Anthropic) (#17042 )

2025-11-24 15:01:40 -08:00

base_audio_transcription_unit_tests.py

fix: use fastuuid helper (#14903 )

2025-09-25 15:47:01 -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

fix img URL for tests

2025-11-22 09:41:15 -08:00

base_rerank_unit_tests.py

[Feat] Add Nvidia NIM Rerank Support (#15152 )

2025-10-02 18:58:52 -07:00

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

(feat) Anthropic - support Structured Outputs output_format for Claude 4.5 sonnet and Opus 4.1 + Arize Phoenix - root span logging (#16949 )

2025-11-22 12:08:26 -08:00

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

test_completion_azure_ai_gpt_4o_with_flexible_api_base

2025-10-25 14:59:11 -07:00

test_azure_o_series.py

TestAzureOpenAIO3Mini

2025-10-25 12:42:01 -07:00

test_azure_openai.py

Adds support for returning Azure Content Policy error information when exceptions from Azure OpenAI occur (#16231 )

2025-11-08 16:04:36 -08:00

test_bedrock_agentcore.py

feat(bedrock): Add bearer token authentication support for AgentCore (#16556 )

2025-11-13 08:17:36 -08:00

test_bedrock_agents.py

test: skip test with invalid arn

2025-09-09 20:35:44 -07:00

test_bedrock_completion.py

Litellm bedrock OpenAI model support (#17368 )

2025-12-02 09:19:53 -08:00

test_bedrock_dynamic_auth_params_unit_tests.py

Add comprehensive tests for AWS external ID support

2025-09-15 19:56:31 +02:00

test_bedrock_embedding.py

[Fix] Bedrock Embeddings - Ensure correct aws_region is used when provided dynamically (#16547 )

2025-11-12 12:38:58 -08:00

test_bedrock_govcloud.py

feat(bedrock): Add Claude 4.5 to US Gov Cloud (#16957 )

2025-11-21 19:06:26 -08:00

test_bedrock_gpt_oss.py

test fix

2025-10-17 11:18:29 -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_embedding.py

Add nova embedding support

2025-11-28 14:56:46 +05:30

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.py

Add OpenAI-compatible annotations support for Cohere v2 citations

2025-10-29 19:12:17 -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

init commit (#16200 )

2025-11-03 18:58:03 -08:00

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

Integrate eleven labs text-to-speech (#16573 )

2025-11-24 18:49:30 -08:00

test_fireworks_ai_translation.py

fix img URL for tests

2025-11-22 09:41:15 -08:00

test_gemini.py

feat: Add gemini-3-pro-image-preview model support for imageSize parameters (#17019 )

2025-11-25 19:38:29 -08:00

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 contributor PR linting failing (#14710 )

2025-09-18 20:03:27 -07:00

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 Nvidia NIM Rerank Support (#15152 )

2025-10-02 18:58:52 -07:00

test_openai_o1.py

test_streaming_response

2025-10-31 19:10:38 -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

(fix) litellm_logging.py: fix mcp tool call response logging + (fix) responses_bridge: remove unmapped param error mid-stream - allows gpt-5 web search to work via responses api in .completion() (#16946 )

2025-11-22 15:48:32 -08:00

test_openrouter.py

feat(openrouter.py): add image generation via google on openrouter support

2025-09-01 18:39:41 -07:00

test_optional_params.py

Litellm sameer nov 3 stable branch (#16963 )

2025-11-22 09:35:05 -08:00

test_perplexity_reasoning.py

Revert "Update perplexity cost tracking (#15743 )" (#16345 )

2025-11-06 19:00:45 -08:00

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

Litellm sameer nov 3 stable branch (#16963 )

2025-11-22 09:35:05 -08:00

test_rerank.py

test_rerank_custom_callbacks

2025-11-01 09:25:29 -07:00

test_router_llm_translation_tests.py

test_prompt_caching

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

test_sambanova_chat_transformation.py

[Bug fix] Fixes SambaNova API rejecting requests when message content is passed as a list format (#16612 )

2025-11-13 17:03:14 -08:00

test_skills_api.py

[Feat] New API - Claude Skills API (Anthropic) (#17042 )

2025-11-24 15:01:40 -08:00

test_snowflake.py

snowflake test fix

2025-11-21 17:12:55 -08:00

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

[Oct Staging Branch] (#15460 )

2025-10-17 17:52:25 -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

[Bug]: grok-4 does not support frequency_penalty, litellm should drop this param for grok-4 (#14078 )

2025-08-29 17:31:48 -07:00

Readme.md

Unit tests for individual LLM providers.

Name of the test file is the name of the LLM provider - e.g. test_openai.py is for OpenAI.