Commit graph

854 commits

Author SHA1 Message Date
Ishaan Jaffer
739000e202 test_prompt_cache_key_supported 2026-02-11 11:51:49 -08:00
Ishaan Jaff
9975a9e3d4
fix: support Azure AD token auth for non-Claude azure_ai models (#20981)
* fix: _should_use_api_key_header

* test_azure_ai_validate_environment_with_api_key

* fix: remove unused top-level RouteChecks import

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* docs: add missing env keys to config_settings reference

Add MODEL_COST_MAP_MIN_MODEL_COUNT, MODEL_COST_MAP_MAX_SHRINK_RATIO,
and MAX_POLICY_ESTIMATE_IMPACT_ROWS to the environment variables
reference table.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-11 10:48:44 -08:00
Sameer Kankute
c27650c4cf
Merge pull request #20935 from BerriAI/litellm_anthropic_filter_bedrock_headers
[Feat]Managing Anthropic Beta Headers
2026-02-11 18:19:01 +05:30
Sameer Kankute
a7b63d3895
Merge pull request #20958 from gotsysdba/main
Fix OCI Cohere system messages by populating preambleOverride
2026-02-11 17:07:34 +05:30
Sameer Kankute
64355e6da4 Fix test_vertex_ai_partner_models_anthropic_remove_prompt_caching_scope_beta_header 2026-02-11 16:55:54 +05:30
gotsysdba
13392e0187
Fixes #20957 2026-02-11 11:20:18 +00:00
mubashir1osmani
6fdfdd27b5 fix(bedrock): address review - cross-account, SSL verify, narrow fallback
1. Cross-account false match: Added _parse_arn_account_and_role_name()
   helper that compares partition + account ID + role name (not just
   role name) to prevent same-name-different-account false matches.

2. SSL verify: _is_already_running_as_role() now passes ssl_verify to
   the STS client via self._get_ssl_verify(), consistent with all other
   boto3 client creation in this module.

3. Overbroad AccessDenied fallback: The catch in _auth_with_aws_role now
   only falls back to ambient credentials when _is_already_running_as_role
   positively confirms the caller is the target role. Genuine trust-policy
   or permission misconfigurations are re-raised.

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

Co-Authored-By: Claude <noreply@anthropic.com>
2026-02-11 15:45:47 +05:30
mubashir1osmani
70a1bf92e2 fix(bedrock): skip AssumeRole when ECS/EC2 already running as target IAM role
When aws_role_name is configured but the environment (ECS task role, EC2 instance
profile) is already running as that role, AssumeRole is unnecessary and can fail
with AccessDenied. This adds same-role detection for ECS/EC2 (extending existing
IRSA support) and a fallback to ambient credentials when AssumeRole returns
AccessDenied.

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

Co-Authored-By: Claude <noreply@anthropic.com>
2026-02-11 15:45:47 +05:30
Sameer Kankute
2ec0072008 Update code to handle anthropic beta headers mapping 2026-02-11 12:35:22 +05:30
Sameer Kankute
bb53e9dd2e
Merge pull request #20548 from kelvin-tran/kt/anthropic-opus-4-6-structured-outputs
feat: enable support for non-tool structured outputs on Anthropic Claude Opus 4.5 and 4.6 (use `output_format` param)
2026-02-11 09:22:57 +05:30
michelligabriele
3bbc25a3f0
fix(aiohttp): respect ssl_verify with shared sessions (#20349)
* fix(aiohttp): respect ssl_verify with shared sessions

* fix(aiohttp): resolve mypy error for ssl parameter type

Pass ssl kwarg conditionally to aiohttp request() only when explicitly
configured, since None is not a valid value for the ssl parameter
(expected SSLContext | bool | Fingerprint).
2026-02-10 10:17:35 -08:00
Sameer Kankute
0f01802dde
Merge pull request #20845 from BerriAI/litellm_gemini_image_handling
Handle image in assitant message for gemini
2026-02-10 18:24:09 +05:30
Sameer Kankute
5222fd4795
Merge pull request #20783 from BerriAI/litellm_oss_staging_02_09_2026
litellm oss staging 09/02/2026
2026-02-10 18:02:14 +05:30
Neha Prasad
def910b086 fix: Sanitize empty text content blocks for databricks provider (#20384)
* fix(databricks): sanitize empty text content blocks for Anthropic Messages API

* test(databricks): add tests for empty content block sanitization
2026-02-10 16:12:57 +05:30
Rohith sai
59c81a30a0 fix(anthropic): route thinking requests through OpenAI responses (#20755)
* fix(anthropic): route thinking requests through OpenAI responses

* Apply suggestion from @greptile-apps[bot]

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

---------

Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
2026-02-10 16:00:36 +05:30
DenisStefanAndrei
2e680ca62b [Critical] - Fix ollama_chat reasoning content (#20750)
* Fix ollama_chat reasoning_context.

For ollama_chat models, reasoning context is ignored after 2 consecutive thinking chunks.

* add test
2026-02-10 16:00:36 +05:30
Sameer Kankute
e3c00027b9 Handle image in assitant message for gemini 2026-02-10 14:06:18 +05:30
Sameer Kankute
6158e46f00
Merge pull request #20747 from BerriAI/litellm_image_gen_bas_model_fix
Fix: base_model name for body and deplyment name in URL
2026-02-09 17:51:41 +05:30
Sameer Kankute
ef55d37bf0
Merge branch 'main' into litellm_v1_messages_claude_4_6 2026-02-09 17:14:36 +05:30
Sameer Kankute
30d17c29e4 handle when litellm_parrams might be none 2026-02-09 17:13:39 +05:30
Sameer Kankute
d35691aa0c Fix: base_model name for body and deplyment name in URL 2026-02-09 16:25:46 +05:30
Sameer Kankute
b822e2e0ff Add support for fast param 2026-02-09 11:28:00 +05:30
Sameer Kankute
8cd8a01d5a Add compaction for vertex ai 2026-02-09 10:18:19 +05:30
Elias Högbom Aronsson
0458e734b2
fix(vertex_ai): propagate extra_headers anthropic-beta to request body (#20666)
Vertex AI requires Anthropic beta flags in the request body
(anthropic_beta array), not as HTTP headers. The Bedrock handler
already extracts user-specified beta headers from the headers dict,
but the Vertex handler was missing this, causing extra_headers like
interleaved-thinking-2025-05-14 to be silently dropped.

This extracts anthropic-beta values from optional_params extra_headers
and merges them into the anthropic_beta request body field, and also
removes extra_headers from the request body since the parent's
transform_request spreads optional_params into data.
2026-02-07 23:05:17 -08:00
John Lathouwers
8dcd183013
Fixes #20582 (#20663) 2026-02-07 22:58:59 -08:00
Alexsander Hamir
53a1f2d21c
perf(prometheus): parallelize budget metrics, fix caching bug, reduce CPU by ~40% (#20544) 2026-02-06 09:18:24 -08:00
Sameer Kankute
05ce4c68e5 Fix: test_vertex_ai_partner_models_anthropic_remove_prompt_caching_scope_beta_header 2026-02-06 18:34:57 +05:30
Sameer Kankute
358a081f63 Add compaction support for vertex ai 2026-02-06 12:52:28 +05:30
Sameer Kankute
d0444f402c Add test for compaction in anthropic 2026-02-06 12:52:28 +05:30
Sameer Kankute
186fd2e64e Add adaptive thinking support for anthropic opus 4.6 2026-02-06 09:24:43 +05:30
Kelvin Tran
524970b8d2 feat: add opus 4.5 and 4.6 to use outout_format param 2026-02-05 19:41:15 -08:00
Shivam Rawat
93cf1ef517
Merge pull request #20535 from BerriAI/litellm_move_anthropic_test_script
[Chore] Move anthropic input/output test to right folder
2026-02-05 16:12:08 -08:00
shivam
3dc70c3398 moved the test anthropic file 2026-02-05 15:44:24 -08:00
Ishaan Jaff
887a907e42
[Fix] Guardrails API - Ensure OpenAI Moderations Guard works with OpenAI Embeddings (#20523)
* init OpenAIEmbeddingsHandler

* init apply_guardrail

* use apply guardrails for OpenAI moderations

* test_embeddings_handler_string_input

* test_openai_moderation_guardrail_apply_guardrail

* fix typing

* test_openai_moderation_responses_api_input_field

* test fixes
2026-02-05 14:40:15 -08:00
shin-bot-litellm
1d92968e17
Fix test isolation for test_watsonx_gpt_oss_prompt_transformation (#20474)
Set cached tokenizer config directly and mock both sync and async
tokenizer functions to avoid race conditions when running with
parallel test execution (-n 16).

The issue was that parallel tests could populate the
litellm.known_tokenizer_config cache between clearing it and
when the code checked it. This caused the sync code path to be
used instead of the async path, bypassing the mocked async functions.

Fix:
1. Set cache directly instead of clearing it
2. Also mock sync versions _get_tokenizer_config and _get_chat_template_file

This ensures the test is deterministic regardless of test execution order.
2026-02-05 12:57:20 -08:00
Sameer Kankute
a21b625a59
Merge pull request #20105 from qiniu/fix/vertex-gemini-streaming-content-filter
Fix Vertex AI Gemini streaming content_filter handling
2026-02-05 16:48:48 +05:30
Ishaan Jaff
2a3843aa57
[Fix] inconsistent response format in anthropic.messages.acreate() when using non anthropic providers (#20442)
* _translate_openai_content_to_anthropic

* test_response_format_consistency

* test fixes unit tests

* test fix

* fix: use dict access for anthropic content blocks in tests (#20447)

The translate_openai_response_to_anthropic method returns dicts, not objects.
Changed .type/.text/.thinking attribute access to dict ['key'] access.

---------

Co-authored-by: shin-bot-litellm <shin-bot-litellm@berri.ai>
2026-02-04 16:37:40 -08:00
Kris Xia
bfabb39fc6
fix: Fix Vertex AI Gemini streaming content_filter handling
- Add promptFeedback.blockReason check in chunk_parser
- Return content_filter finish_reason when blocked
- Extract content filter logic into _check_prompt_level_content_filter() method
- Update unit tests to reflect simplified implementation

Signed-off-by: Kris Xia <xiajiayi0506@gmail.com>
2026-02-04 21:11:47 +08:00
Sameer Kankute
b2feedc469
Merge pull request #20318 from BerriAI/litellm_oss_staging_02_03_2026
feat(guardrails): implement team-based isolation guardrails mgmnt (#1…
2026-02-04 17:49:30 +05:30
Ishaan Jaff
da4cf4942f
[Feat] Add xAI /realtime API Support - works with LiveKitSDK (#20381)
* init: _realtime_health_check + routing

* refactor: OpenAIRealtime

* refactor: XAI_API_BASE

* feat: XAIRealtime

* init feat: XAIRealtime

* OpenAIRealtime

* TestXAIRealtime

* test fixes

* test OAI

* TEST xAI, OAI

* clean realtime jobs

* refactor

* test XAI

* docs xAI

* fix xAI

* fix lint errors

* test_async_realtime_url_contains_model

* test fix

* document test changes

* _realtime_health_check

* docs xai realtime

* fix handlers

* add additional_headers

* fix
2026-02-03 19:58:28 -08:00
Sameer Kankute
25fa1ad4e7
Merge pull request #20386 from naaa760/fix/extra-head-chat-comp-brid
fix(proxy): forward extra headers in chat
2026-02-04 09:11:43 +05:30
Sameer Kankute
f11c16a0e7
Merge pull request #20334 from BerriAI/litellm_fireworks_ai_field_remoal
Fix: Extra inputs are not permitted, field: 'messages[2].provider_specific_fields
2026-02-04 08:50:04 +05:30
Sameer Kankute
bd87c446f2
Merge pull request #20329 from BerriAI/litellm_delete_files_bug
Add support for delete and GET via file_id for gemini
2026-02-04 08:49:24 +05:30
michelligabriele
a50896f91e
fix: revert httpx client caching that caused closed client errors (#20025)
AsyncHTTPHandler.__del__ was closing httpx clients still in use by
AsyncOpenAI/AsyncAzureOpenAI due to independent cache lifecycles.
Restores standalone httpx client creation for OpenAI/Azure providers.
2026-02-03 16:15:04 -08:00
Alexander Grattan
cc76f95555
fix: check for model_response_choices before guardrail input (#19784)
* fix: check for model_response_choices before guardrail input

* test: add tests for responses api translation

* fix: protect other guardrail translations

* refactor: remove type ignores

* anthropic request body got mutated fix

* add warning when extra_body is provided but user is non premium

* fix: resolve mypy union-attr errors in anthropic guardrail handler

Cast choices[0] to Choices type before accessing .message attribute
to satisfy mypy's union type checking for Choices | StreamingChoices.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* add logger when model response has no choices for streaming /response and /messages

* update pyproject.toml as requested

* Revert "update pyproject.toml as requested"

This reverts commit 541a2b075a.

* update pyproject.toml as requested

* Revert "update pyproject.toml as requested"

This reverts commit 716ea0caa1.

---------

Co-authored-by: Xiaohan Fu <xiaohan@grayswan.ai>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-02-03 14:41:13 -08:00
Sameer Kankute
ff568de2cb Add get files API support and tests 2026-02-03 18:57:39 +05:30
Sameer Kankute
3765d88809 Fix: Extra inputs are not permitted, field: 'messages[2].provider_specific_fields' 2026-02-03 16:23:18 +05:30
Ishaan Jaff
5cfcf67d7c
[Feat] /chat/completions - allow using OpenAI style tools for web_search with VertexAI/gemini models (#20280)
* test_gemini_openai_web_search_tool_to_google_search

* feat: Handle OpenAI style web search tools
2026-02-02 19:36:36 -08:00
Sameer Kankute
7329fa8e7a fix: litellm_oss_staging_01_31_2026_3 failing tests 2026-02-02 18:50:58 +05:30
Lovro Seder
726988aed4 Fix Azure AI Anthropic CountTokens 401 auth error (#20069)
Add x-api-key header to CountTokens handler to match chat completion
authentication. Azure AI Anthropic requires this header per Microsoft's
native API format.
2026-02-02 18:24:06 +05:30