Commit graph

4400 commits

Author SHA1 Message Date
Sameer Kankute
18a9af3488
Merge pull request #17291 from BerriAI/litellm_fix_correct_attribute_error_code_raise
Fix 500 error for malformed request
2025-12-02 22:17:48 +05:30
Ishaan Jaff
1bb9e1bde8
[Feat] Add vllm batch+files API support (#15823)
* add OPENAI_COMPATIBLE_BATCH_AND_FILES_PROVIDERS

* fix use OPENAI_COMPATIBLE_BATCH_AND_FILES_PROVIDERS

* add _get_batch_job_total_usage_from_file_content

* fixes for vLLM + 12 labs async invoke

* fix: vLLM Batch APIs

* afile_retrieve

* test_hosted_vllm_full_workflow

* fix SERVER_URL for test
2025-12-02 08:41:50 -08:00
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
Korbinian Koch
6e8e3b30f9
Update Databricks model pricing and add new models (including databricks pricing test). (#17277)
* update databricks pricing and add DBU<>USD test

* Refactor test_databricks_pricing.py

Removed unnecessary sys.path modification and cleaned up comments.
2025-12-01 20:06:47 -08:00
codgician
e09e309371
feat(github-copilot): Add Embedding API support (#17278) 2025-12-01 20:05:28 -08:00
Boxuan Li
89458573a2
Add context window exception mapping for Together AI (#17284) 2025-12-01 20:02:59 -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
01dfc3561a
Fix AttributeError when metadata is null in request body (#17263) (#17306)
Handle the case where metadata is explicitly set to null/None in the
request body. This was causing a 401 error with "'NoneType' object
has no attribute 'get'" when calling /v1/batches with metadata: null.

The fix uses `or {}` instead of a default dict value since the key
exists but has a None value.
2025-12-01 19:58:27 -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
idola9
71efcb7115
Refactor Noma guardrail to use shared Responses transformation and include system instructions (#17315)
* Support system prompts in noma guardrails

* Use litellm util to covert chat completions to responses api
2025-12-01 19:56:14 -08:00
rioiart
98a244450e
Fix sso users not added to entra synced team (#17331)
* test: add failing tests for SSO user not added to Entra-synced teams bug

Adds tests reproducing the bug where new SSO users with teams=None
(from NewUserResponse) are not added to Entra ID synced teams because
add_missing_team_member() returns early when teams is None.

Tests demonstrate:
- NewUserResponse with teams=None fails to add user to teams (bug)
- LiteLLM_UserTable with teams=[] correctly adds user to teams (control)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* fix: treat None as empty list in add_missing_team_member for new SSO users

Fixed bug where new SSO users logging in via Microsoft SSO were not added
to their Entra-synced teams. The issue was an early return when
user_info.teams is None (default for NewUserResponse). Now treats None
as an empty list so new users are properly added to all their SSO teams.

Location: litellm/proxy/management_endpoints/ui_sso.py:438-440

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Claude <noreply@anthropic.com>
2025-12-01 19:53:30 -08:00
rioiart
70126d9130
Fix/new org team validate against org (#17333)
* fix: skip user budget/model validation for org-scoped teams

When creating a team with organization_id, budget and model constraints
should be validated against the organization's limits, not the user's
personal limits. This allows org admins with restrictive personal
budgets to create teams within their organization's more generous limits.

Adds 4 unit tests to verify:
- Org-scoped teams bypass user budget validation
- Org-scoped teams bypass user model validation
- Standalone teams still validate against user limits

* fix: enforce user budget/model limits for standalone teams in update_team

- Add user-level budget and model validation to update_team endpoint for standalone teams,
  matching the existing pattern in new_team
- Org-scoped teams correctly bypass user validation and use organization limits instead
- Add 5 new comprehensive tests covering standalone/org team budget/model validation

* fix: Add direct TPM/RPM org limit validation and consolidate user team limit checks

- Add direct TPM/RPM comparison against org limits in _check_org_team_limits()
- Consolidate budget/models/TPM/RPM user validation into _check_user_team_limits() helper
- Ensure user limits only apply to standalone teams (organization_id=None)
- Org-scoped teams now validate TPM/RPM against org limits (not user limits)
- Add 8 tests for TPM/RPM validation scenarios (org and user limits)
- Reduce code duplication between new_team() and update_team()
2025-12-01 19:51:42 -08:00
Ishaan Jaff
1cdfb3da8f
[Bug Fix] - Fix litellm_enterprise ensure imported routes exist (#17337)
* test_enterprise_routes.py

* test_enterprise_routes_all_imports_exist
2025-12-01 19:14:12 -08:00
Sameer Kankute
289c13ca5d
Merge pull request #17260 from abi-jey/main
fix: GA path for azure openai realtime models
2025-12-02 08:34:10 +05:30
Sameer Kankute
dbf1cd591d
Merge pull request #17271 from colinlin-stripe/cherry-pick-invoke-headers
[fix] extra_headers in messages api bedrock invoke
2025-12-02 08:26:54 +05:30
Ishaan Jaff
860cdc81d3
[Fix] Fix Watsonx Audio Transcription API (#17326)
* """
add

* fix transform_audio_transcription_request

* fix tests

* test_watsonx_transcription_request_body
2025-12-01 18:26:56 -08:00
Elias
37ecb03d4f
Add support of audio transcription for OVHcloud (#17305) 2025-12-01 18:26:39 -08:00
Krish Dholakia
1eb06f8031
Revert "fix: respect guardrail mock_response during during_call to return blo…" (#17332)
This reverts commit 6de6107673.
2025-12-01 15:40:28 -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
Colin Lin
661bccbc39 fixed flaky test by sorting list 2025-12-01 14:26:14 -05:00
Colin Lin
e420b633a1 add tests 2025-12-01 14:25:37 -05:00
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
YutaSaito
6de6107673
fix: respect guardrail mock_response during during_call to return blocked output (#17247) 2025-12-01 09:59:01 -08:00
Sameer Kankute
353c779c34
Merge pull request #17301 from BerriAI/litellm_claude_code_beta_fix
Remove not compatible beta header from Bedrock
2025-12-01 21:39:37 +05:30
Sameer Kankute
983ba7aa0f Remove not compatible beta header from claude code 2025-12-01 17:22:04 +05:30
Sameer Kankute
7dac498efb Add passthrough cost tracking for veo 2025-12-01 14:33:03 +05:30
Sameer Kankute
9edc50efbd Fix 500 error for malformed request 2025-12-01 10:21:44 +05:30
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
hxomer
b85df0b1fb
Better handle anonymization (#17207)
* Better handle anonymization

* Fix tests
2025-11-28 08:22:19 -08:00
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
bb11c4fb3f
Merge pull request #17258 from BerriAI/litellm_add_tags_in_ui
Fix metadata tags and model name display in UI for Azure passthrough + Add cost tracking for responses API
2025-11-28 21:15:39 +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
abbas jafari
23b737d2a4
Merge branch 'BerriAI:main' into main 2025-11-28 15:28:52 +01:00
abi_jey
4cf7a74e60 fix: Azure OpenAI GA path relies soley on model paramter as deployment 2025-11-28 14:27:57 +00:00
Sameer Kankute
f0d3c96a8d Add tags and other field in UI logs and add responses api cost tracking 2025-11-28 17:23:15 +05:30
Sameer Kankute
8700c5ced6 Add nova embedding support 2025-11-28 14:56:46 +05:30
v0rtex20k
205a563b65
Allow wildcard routes for nonproxy admin (SCIM) (#17178)
* checked for wildcards in nonproxy

* ready
2025-11-27 22:10:19 -08:00
Andy Forest
8aa4f3d476
fix(bedrock): handle cohere v4 embed response dictionary format (#17220) 2025-11-27 21:50:35 -08:00
Saar wintrov
87050c6a02
SSO: fix the generic SSO provider (#17227)
* SSO: fix the generic SSO provider

* adding tests
2025-11-27 21:27:23 -08:00
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
Wei-Chiet Ku
d43c077653
Fix/issue 16759 streaming error validation (#17242)
* Enhance error handling in OpenAIResponsesAPIConfig to coalesce null error codes into a default string, preventing validation errors and improving stability during streaming iterations.

* Add test for coalescing null error codes in streaming responses

This test ensures that when a streaming error event has error.code set to None, the system correctly transforms it to 'unknown_error' and returns an ErrorEvent instance without raising a ValidationError.

---------

Co-authored-by: Ku Wei Chiet <chietkuw@fpt.com>
2025-11-27 21:24:04 -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
yuneng-jiang
a33a2cb5b5 Adding timeout to flaky test 2025-11-27 17:53:09 -08:00
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
38ddd50628
[Bug fix] Vector Store List Endpoint Returns 404 (#17229)
* fix vector store management

* fix: add vector_store_management_router

* TestVectorStoreManagementEndpointsExist

* fix pass_through
2025-11-27 12:51:51 -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
Sameer Kankute
9669f33b39 fix tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py 2025-11-27 22:59:29 +05:30
Sameer Kankute
cf6dda5e29 block input_examples in fucntion definition for non anthropic providers 2025-11-27 22:46:28 +05:30