Commit Graph

28046 Commits

Author SHA1 Message Date
Sameer Kankute
2201e12acc Fix import error 2025-12-02 22:08:23 +05:30
Ishaan Jaffer
fe03833d3b test_vertex_ai_bge_psc_endpoint_url_construction 2025-12-02 21:59:53 +05:30
Ishaan Jaffer
bfa7f12d4c fix get_vertex_base_model_name 2025-12-02 21:59:53 +05:30
Ishaan Jaffer
87b75afe12 fix VertexAIGemmaModels 2025-12-02 21:59:53 +05:30
Ishaan Jaffer
8a9c9af55f from ..common_utils import VertexAIError, get_vertex_base_model_name
add
2025-12-02 21:59:53 +05:30
Ishaan Jaffer
c0a083ff61 fix VertexAIModelRoute 2025-12-02 21:59:51 +05:30
Ishaan Jaffer
fcc108b554 docs fix 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
a79002c1fe docs 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
b7fe25c97d docs vertex BGE 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
075a80b747 test_vertex_ai_bge_with_endpoint_id_pattern 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
8ea8c674e1 fix VertexBGEConfig 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
6341b531a0 handling BGE URL 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
88b2cfc789 docs cleanup 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
58d9531869 test_is_bge_model_detection 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
0abf450b7e tes BGE 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
8957770e68 test_vertex_ai_bge_embedding_with_custom_api_base 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
c821acd61a fix request transform vertex BGE 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
f2befcf657 test_vertex_ai_bge_embedding_with_custom_api_base 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
3293ac8a3d add BGE handling 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
39e750d3b2 add VertexBGEConfig 2025-12-02 21:59:02 +05:30
Ishaan Jaffer
62f2bb0ed0 add TextEmbeddingBGEInput 2025-12-02 21:59:02 +05:30
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
fe41e14951
fix: remove URL format validation for MCP server endpoints (#17270) 2025-12-01 20:08:54 -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
Saar wintrov
860270a792
SSO: Clear sso integration for all users (#17287) 2025-12-01 20:01:36 -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
Danny Kopping
be920d75d3
Add claude-opus-4-5 alias (#17313)
Similar to `claude-sonnet-4-5`.
2025-12-01 18:25:26 -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
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
Ishaan Jaff
f434ca61ec
add kimi-k2-instruct-0905 (#17328) 2025-12-01 14:14:41 -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
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