Commit Graph

4835 Commits

Author SHA1 Message Date
Sameer Kankute bf1308e86b Support for Custom Vertex AI Models via PSC Endpoint with api_base (#15953)
* Support for Custom Vertex AI Models via PSC Endpoint with api_base

* Add docs related psc

* remove not needed files

* remove print statemnt

* fix mypy errors
2025-12-02 21:58:58 +05:30
Krish Dholakia 4c7a988454 Guardrail API V2 - user api key metadata, session id, specify input type (request/response), image support (#17338)
* refactor(generic_guardrail_api.py): refactor to update to new guardrail api logic

* refactor: refactor llm api integrations to support passing in text as a list[str] instead of one at a time

* refactor: fix linting errors

* refactor: pass request type to guardrail api

allows request vs. response processing to occur

* feat: pass user api key dict information to the guardrail api

* fix: pass user api key dict information to the guardrail api

* feat: pass litellm call id + trace id, if present

* docs: update docs
2025-12-01 20:11:58 -08:00
YutaSaito da5b81c1ff feat: add experimental latest-user filtering for Bedrock (#17282)
* feat: add experimental latest-user filtering for Bedrock

* doc: add experimental bedrock latest-message flag
2025-12-01 20:02:28 -08:00
Cesar Garcia 965406c643 feat(provider): add Z.AI (Zhipu AI) as built-in provider (#17307)
* feat(provider): add Z.AI (Zhipu AI) as built-in provider

Add support for Z.AI GLM models as a native OpenAI-compatible provider.

- Add "zai" to openai_compatible_providers list
- Add ZAI enum to LlmProviders
- Add provider URL resolution for https://api.z.ai/api/paas/v4
- Add 8 GLM models with pricing to model cost maps:
  - glm-4.6 (200K context, $0.6/$2.2 per 1M tokens)
  - glm-4.5, glm-4.5v, glm-4.5-x, glm-4.5-air, glm-4.5-airx
  - glm-4-32b-0414-128k
  - glm-4.5-flash (free tier)
- Add unit tests for provider integration

Closes #17289

* docs: add Z.AI provider documentation

- Add zai.md with usage examples, model list, and pricing
- Add to sidebars.js navigation
2025-12-01 19:56:47 -08:00
Elias 37ecb03d4f Add support of audio transcription for OVHcloud (#17305) 2025-12-01 18:26:39 -08:00
Krish Dholakia b6d6f834e0 (feat) Generic Guardrail API - allows guardrail providers to add INSTANT support for LiteLLM w/out PR to repo (#17175)
* feat(generic_guardrail_api.py): new generic api for guardrails

Allows guardrail providers to work with litellm for guardrails without needing to make a PR to LiteLLM

* docs(generic_guardrail_api.md): document new generic guardrail api

* Fix: Improve PII detection and guardrail API integration

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

* feat: correctly extract raw request from guardrail api

* docs(generic_guardrail_api.md): document this is a beta feature

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2025-12-01 14:29:52 -08:00
Krrish Dholakia c9afb86994 docs(azure_ai.md): document anthropic model usage on azure ai 2025-12-01 14:06:31 -08:00
Krrish Dholakia 7a46f3a083 docs: document azure ai provider for anthropic 2025-12-01 14:05:54 -08:00
Ishaan Jaff 24f847b84c [Feat] JWT Auth - AI Gateway, allow using regular OIDC flow with user info endpoints (#17324)
* feat: allow fetching OIDC user info

* test: use test_auth_builder_with_oidc_userinfo_enabled gets user info when enabled

* fix tool permission doc

* docs fix diagram
2025-12-01 13:59:00 -08:00
Ishaan Jaff ce0dc0c8b9 [Feat] WatsonX - allow passing zen_api_key dynamically (#16655)
* test_watsonx_zen_api_key_from_client

* zen api key

* docs using zen api key
2025-12-01 12:55:47 -08:00
YutaSaito a73bd751fc doc: add images for tool permission guardrail (#17322) 2025-12-01 12:38:49 -08:00
orgersh92 7808a610f8 Fix session consistency, move Lasso API version away from source code (#17316)
* store and fetch lasso-conversation id from cache

* include gateway/v# in the baseUrl to allow simpler version migrations in the future

* add tests for cached conversation ID
2025-12-01 10:03:51 -08:00
Sameer Kankute 7f42b9b987 Merge pull request #17193 from BerriAI/litellm_twelvelabs_int
Added support for twelvelabs pegasus
2025-11-28 22:09:00 +05:30
Sameer Kankute 9d058398df Fix pegasus response and add doc 2025-11-28 21:41:25 +05:30
Sameer Kankute bcc35a6069 Merge pull request #17253 from BerriAI/litellm_nova_embedding_support
Add nova embedding support
2025-11-28 21:16:06 +05:30
Sameer Kankute 6c326ceb87 Merge pull request #17142 from BerriAI/litellm_anthropic_update_new_feat
Update new anthropic feats as reviewed
2025-11-28 21:06:34 +05:30
Sameer Kankute 8700c5ced6 Add nova embedding support 2025-11-28 14:56:46 +05:30
YutaSaito 334d09b3b2 feat: add regex-based tool_name/tool_type matching for tool-permission (#17164)
* feat: add regex-based tool_name/tool_type matching for tool-permission

* docs: update tool permission quick start for UI workflow
2025-11-27 21:26:27 -08:00
Sameer Kankute 71f41352fa Merge pull request #17202 from BerriAI/litellm_azure_ai_anthropic_support
(Bug)Migrate Anthropic provider to azure ai
2025-11-28 08:14:14 +05:30
Ishaan Jaff edfc35ddac [Feature]: Add Provider publicai.co (#17230)
* init PublicAIChatConfig

* add publicai

* init public ai

* add publicai

* add publicai/swiss-ai models etc
2025-11-27 13:08:03 -08:00
Ishaan Jaff ffb75b04fd [Feat] UI - allow adding pass through guardrails through UI (#17226)
* add PassThroughGuardrailsConfig

* init JsonPathExtractor

* feat PassthroughGuardrailHandler

* feat pt guardrails

* pt guardrails

* add Pass-Through Endpoint Guardrail Translation

* add PassThroughEndpointHandler

* execute simple guardrail config and dict settings

* TestPassthroughGuardrailHandlerNormalizeConfig

* add passthrough_guardrails_config on litellm logging obj

* add LiteLLMLoggingObj to base trasaltino

* cleaner _get_guardrail_settings

* update guardrails settings

* docs pt guardrail

* docs Guardrails on Pass-Through Endpoints

* fix typing

* fix typing

* test_no_fields_set_sends_full_body

* fix typing

* init add pass through guardrails

* ui allow setting target fields on gd

* docs ui settings guardrails
2025-11-27 12:27:16 -08:00
Ishaan Jaff d612d71ef4 [Feat] Add guardrails for pass through endpoints (#17221)
* add PassThroughGuardrailsConfig

* init JsonPathExtractor

* feat PassthroughGuardrailHandler

* feat pt guardrails

* pt guardrails

* add Pass-Through Endpoint Guardrail Translation

* add PassThroughEndpointHandler

* execute simple guardrail config and dict settings

* TestPassthroughGuardrailHandlerNormalizeConfig

* add passthrough_guardrails_config on litellm logging obj

* add LiteLLMLoggingObj to base trasaltino

* cleaner _get_guardrail_settings

* update guardrails settings

* docs pt guardrail

* docs Guardrails on Pass-Through Endpoints

* fix typing

* fix typing

* test_no_fields_set_sends_full_body

* fix typing

* Potential fix for code scanning alert no. 3834: Clear-text logging of sensitive information

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

---------

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
2025-11-27 12:06:53 -08:00
Cesar Garcia 5197380dd2 docs: add OpenAI Agents SDK to projects (#17203)
* docs: add OpenAI Agents SDK to projects

Add documentation for OpenAI Agents SDK which has an official
LiteLLM extension enabling 100+ LLM providers in multi-agent workflows.

* Update project items in sidebars.js
2025-11-27 09:47:26 -08:00
Sameer Kankute 784c13ae84 Add docs for microsoft foundry 2025-11-27 22:26:38 +05:30
Ishaan Jaffer 3b330c3f0f docs config settings 2025-11-27 08:15:51 -08:00
Sameer Kankute 5fc950ec05 migrate anthropic provider to azure ai provider 2025-11-27 19:47:54 +05:30
Krish Dholakia 1cb5fcddba make generic api OSS + support multiple generic API's (#17152)
* feat(generic_api_callback.py): make generic api OSS + support multiple generic API's

Enables https://github.com/BerriAI/litellm/pull/17094#discussion_r2562832967

* feat(callback_utils.py): support custom generic api callbacks

* feat(generic_api_callback.py): support specifying which event types to run the generic api for

* fix(litellm_logging.py): log system prompt for anthropic messages

* feat(generic_api_callback.py): support generic api compatible api's - e.g. rubrik agent cloud

* docs(sidebars.js): document new OSS generic api

* docs(generic_api.md): document new OSS Generic API

* docs(custom_webhook_api.md): document custom webhook api integration tutorial

* docs(custom_webhook_api.md): cleanup

* docs(custom_webhook_api.md): document what get's logged to custom webhook api

* Refactor: Pass callback config to GenericAPILogger

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

* Fix: Handle empty messages list in logging payload

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

* Checkpoint before follow-up message

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

* feat: Cache GenericAPILogger instances to improve performance

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2025-11-26 18:38:38 -08:00
Ishaan Jaffer b487e67dec sec fix 2025-11-26 18:23:18 -08:00
Ishaan Jaff 379655e16b [Feat] LiteLLM RAG API - Add support for Vertex RAG engine (#17117)
* add VertexAIVectorStoreOptions

* Revert "add VertexAIVectorStoreOptions"

This reverts commit b086adf10b122a72abc7071dce5a7061f456f575.

* add VertexAIVectorStoreOptions

* add get_rag_ingestion_class

* add VertexAIRAGTransformation

* test ingestion

* docs vertex ai rag engine
2025-11-26 15:49:04 -08:00
Ishaan Jaff d987593855 [Feat] Add audio transcriptions for WatsonX (#17160)
* feat: add IBMWatsonXAudioTranscriptionConfig

* init IBMWatsonXAudioTranscriptionConfig

* add inits

* test_watsonx_transcription_url_and_headers

* docs watsox audio

* docs watsonx audi

* docs
2025-11-26 14:15:49 -08:00
Ishaan Jaffer 42376330ba add DEFAULT_CHUNK_OVERLAP, DEFAULT_CHUNK_SIZE 2025-11-26 11:39:24 -08:00
Sameer Kankute d4e80c6132 Merge pull request #17124 from BerriAI/litellm_gemini_file_search
Add gemini file search support
2025-11-26 22:07:11 +05:30
Sameer Kankute c7ef668d78 Update documentation for azure 4 feats 2025-11-26 21:18:47 +05:30
Sameer Kankute 241ad27843 Add gemini file search support 2025-11-26 11:17:30 +05:30
ripepersimmon be970735de feat: Add gemini-3-pro-image-preview model support for imageSize parameters (#17019)
- Add model identifier to FLASH_IMAGE_PREVIEW_MODEL_IDENTIFIERS
- Add imageSize parameter support (1K, 2K, 4K) with GeminiImageSize type
- Add tests for imageSize parameter transformation
- Update documentation with new model
2025-11-25 19:38:29 -08:00
Igal Boxerman e6e1e8fca4 feat(pillar): add automatic LiteLLM context headers (#17076)
- Automatically pass LiteLLM virtual key context as X-LiteLLM-* headers
- Includes key_alias, user_id, team_id, org_id, and user_email
- No configuration required - always enabled for application/user tracking
- Excludes sensitive data (metadata, API tokens) for security
- Add comprehensive tests (30 tests, all passing)
- Update documentation with header details
2025-11-25 19:35:39 -08:00
Ishaan Jaff 5c192a23c3 [Feat] Add new RAG API on LiteLLM AI Gateway (#17109)
* init RAG api types

* add RAG endpoints

* init main.py for RAG ingest API

* init RecursiveCharacterTextSplitter

* add BaseRAGIngestion

* fix OpenAIRAGIngestion

* fix img handler

* init OpenAIRAGIngestion

* init BedrockRAGIngestion

* init BedrockRAGIngestion

* init rag tests

* init BedrockVectorStoreOptions

* implement BedrockRAGIngestion

* add BaseRAGAPI

* add endpoint for RAG ingest

* add ingest RAG endpoints

* add test doc

* add parse_rag_ingest_request

* update endpoints

* docs add docs for new RAG API

* fix qa check

* fix linting

* docs ficx

* docs

* add max depth checks

* docs anthropic
2025-11-25 17:54:29 -08:00
Krrish Dholakia 5cb5c2a7b7 docs: more doc cleanup 2025-11-25 16:04:27 -08:00
Krrish Dholakia 8ee6812edf docs: cleanup launch post 2025-11-25 15:58:51 -08:00
Krrish Dholakia 70a1325847 docs: more doc cleanup 2025-11-25 15:01:22 -08:00
Krrish Dholakia f3d5775920 fix: fix doc load issue 2025-11-25 14:40:26 -08:00
Ishaan Jaff be712908a3 [Feat] Add OpenAI compatible bedrock imported models. - qwen etc (#17097)
* test_bedrock_openai_imported_model

* AmazonBedrockOpenAIConfig

* add openai route for bedrock

* docs fix

* fix code qa check
2025-11-25 12:20:39 -08:00
Krrish Dholakia db2c8e3631 docs: initial doc cleanup 2025-11-25 11:57:51 -08:00
Sameer Kankute 67622fb040 Add day 0 support for anthropic new feat (#17091)
* Added tool search support for anthropic

* Add programtic tool calling support

* Add tool use input examples support

* Add anthropic effort param support

* Add anthropic effort param support

* Add blog for new features

* fix mypy and lint errors

* fix mypy and lint errors

* fix mypy and lint errors

* fix mypy and lint errors

* Add better handling

* Add better handling
2025-11-25 11:28:47 -08:00
Sameer Kankute 3249f6dd2d Merge pull request #17070 from BerriAI/litellm_add_vertex_ai_image_support
Add vertex ai image gen support for both gemini and imagen models
2025-11-26 00:04:03 +05:30
Sameer Kankute 83a9dcd2d2 Merge pull request #16886 from BerriAI/litellm_anthopic_azure_support
Added support for azure anthopic models via chat completion
2025-11-26 00:03:52 +05:30
Sameer Kankute 59b4b9a07c fix documentation of anthropic azure 2025-11-26 00:02:48 +05:30
Krish Dholakia 00e17c81a1 Add enforce user param functionality (#17088)
* feat: Add reject_metadata_tags to proxy config

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

* Refactor: Rename reject_metadata_tags to reject_clientside_metadata_tags

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2025-11-25 09:36:24 -08:00
Sameer Kankute e0396e5fa7 Merge pull request #17082 from BerriAI/main
merge main
2025-11-25 18:49:52 +05:30
Sameer Kankute dd4c8ecbef Add v1/messages support for azure anthropic models 2025-11-25 18:36:39 +05:30