Commit graph

16 commits

Author SHA1 Message Date
yucheng-berri
899ddef219
feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata (#33459)
* feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata

* fix(logging): include user and team budget fields in dummy standard logging payload
2026-07-16 12:01:11 -07:00
Krrish Dholakia
f42ffed2bd
Litellm oss staging 04 02 2026 p1 (#25055)
* fix(vertex_ai): support pluggable (executable) credential_source for WIF auth (#24700)

The WIF credential dispatch in load_auth() only handled identity_pool and
aws credential types. When credential_source.executable was present (used
for Azure Managed Identity via Workload Identity Federation), it fell
through to identity_pool.Credentials which rejected it with MalformedError.

Add dispatch to google.auth.pluggable.Credentials for executable-type
credential sources, following the same pattern as the existing identity_pool
and aws helpers.

Fixes authentication for Azure Container Apps → GCP Vertex AI via WIF
with executable credential sources.

* feat(logging): add component and logger fields to JSON logs for 3rd p… (#24447)

* feat(logging): add component and logger fields to JSON logs for 3rd party filtering

* Let user-supplied extra fields win over auto-generated component/logger, tighten test assertions

* Feat - Add organization into the metrics metadata for org_id & org_alias (#24440)

* Add org_id and org_alias label names to Prometheus metric definitions

* Add user_api_key_org_alias to StandardLoggingUserAPIKeyMetadata

* Populate user_api_key_org_alias in pre-call metadata

* Pass org_id and org_alias into per-request Prometheus metric labels

* Add test for org labels on per-request Prometheus metrics

* chore: resolve test mockdata

* Address review: populate org_alias from DB view, add feature flag, use .get() for org metadata

* Add org labels to failure path and verify flag behavior in test

* Fix test: build flag-off enum_values without org fields

* Gate org labels behind feature flag in get_labels() instead of static metric lists

* Scope org label injection to metrics that carry team context, remove orphaned budget label defs, add test teardown

* Use explicit metric allowlist for org label injection instead of team heuristic

* Fix duplicate org label guard, move _org_label_metrics to class constant

* Reset custom_prometheus_metadata_labels after duplicate label assertion

* fix: emit org labels by default, remove flag, fix missing org_alias in all metadata paths

* fix: emit org labels by default, no opt-in flag required

* fix: write org_alias to metadata unconditionally in proxy_server.py

* fix: 429s from batch creation being converted to 500 (#24703)

* add us gov models (#24660)

* add us gov models

* added max tokens

* Litellm dev 04 02 2026 p1 (#25052)

* fix: replace hardcoded url

* fix: Anthropic web search cost not tracked for Chat Completions

The ModelResponse branch in response_object_includes_web_search_call()
only checked url_citation annotations and prompt_tokens_details, missing
Anthropic's server_tool_use.web_search_requests field. This caused
_handle_web_search_cost() to never fire for Anthropic Claude models.

Also routes vertex_ai/claude-* models to the Anthropic cost calculator
instead of the Gemini one, since Claude on Vertex uses the same
server_tool_use billing structure as the direct Anthropic API.

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

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

* fix(anthropic): pass logging_obj to client.post for litellm_overhead_time_ms (#24071)

When LITELLM_DETAILED_TIMING=true, litellm_overhead_time_ms was null for
Anthropic because the handler did not pass logging_obj to client.post(),
so track_llm_api_timing could not set llm_api_duration_ms. Pass
logging_obj=logging_obj at all four post() call sites (make_call,
make_sync_call, acompletion, completion). Add test to ensure make_call
passes logging_obj to client.post.

Made-with: Cursor

* sap - add additional parameters for grounding

- additional parameter for grounding added for the sap provider

* sap - fix models

* (sap) add filtering, masking, translation SAP GEN AI Hub modules

* (sap) add tests and docs for new SAP modules

* (sap) add support of multiple modules config

* (sap) code refactoring

* (sap) rename file

* test(): add safeguard tests

* (sap) update tests

* (sap) update docs, solve merge conflict in transformation.py

* (sap) linter fix

* (sap) Align embedding request transformation with current API

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) mock commit

* (sap) run black formater

* (sap) add literals to models, add negative tests, fix test for tool transformation

* (sap) fix formating

* (sap) fix models

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) commit for rerun bot review

* (sap) minor improve

* (sap) fix after bot review

* (sap) lint fix

* docs(sap): update documentation

* fix(sap): change creds priority

* fix(sap): change creds priority

* fix(sap): fix sap creds unit test

* fix(sap): linter fix

* fix(sap): linter fix

* linter fix

* (sap) update logic of fetching creds, add additional tests

* (sap) clean up code

* (sap) fix after review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) add a possibility to put the service key by both variants

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) update test

* (sap) update service key resolve function

* (sap) run black formater

* (sap) fix validate credentials, add negative tests for credential fetching

* (sap) fix validate credentials, add negative tests for credential fetching

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) fix after bot review

* (sap) lint fix

* (sap) lint fix

* feat: support service_tier in gemini

* chore: add a service_tier field mapping from openai to gemini

* fix: use x-gemini-service-tier header in response

* docs: add service_tier to gemini docs

* chore: add defaut/standard mapping, and some tests

* chore: tidying up some case insensitivity

* chore: remove unnecessary guard

* fix: remove redundant test file

* fix: handle 'auto' case-insensitively

* fix: return service_tier on final steamed chunk

* chore: black

* feat: enable supports_service_tier to gemini models

* Fix get_standard_logging_metadata tests

* Fix test_get_model_info_bedrock_models

* Fix test_get_model_info_bedrock_models

* Fix remaining tests

* Fix mypy issues

* Fix tests

* Fix merge conflicts

* Fix code qa

* Fix code qa

* Fix code qa

* Fix greptile review

---------

Co-authored-by: michelligabriele <gabriele.michelli@icloud.com>
Co-authored-by: Josh <36064836+J-Byron@users.noreply.github.com>
Co-authored-by: mubashir1osmani <mubashir.osmani777@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: milan-berri <milan@berri.ai>
Co-authored-by: Alperen Kömürcü <alperen.koemuercue@sap.com>
Co-authored-by: Vasilisa Parshikova <vasilisa.parshikova@sap.com>
Co-authored-by: Lin Xu <lin.xu03@sap.com>
Co-authored-by: Mark McDonald <macd@google.com>
Co-authored-by: Sameer Kankute <sameer@berri.ai>
2026-04-08 21:37:10 -07:00
Yuneng Jiang
0f785f988b
[Fix] Add missing user_api_key_project_alias to failed-response PagerDuty event
The hanging-response constructor was fixed but the sibling failed-response
constructor at line 104 was still missing this field.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-30 11:07:04 -07:00
Yuneng Jiang
f08d281641
[Fix] Resolve mypy type errors across 3 files
Add missing `user_api_key_project_alias` key to SpendLogsMetadata and
PagerDutyInternalEvent constructors, and cast `reasoning_items` to list
for safe iteration in responses transformation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-30 10:56:54 -07:00
Harshit Jain
bdf01fa283
fix mypy error 2026-02-19 14:04:00 +05:30
Krish Dholakia
06906534b3
feat(audio_transcriptions/): calculate duration of audio file for cost calculation + feat (image_generations): cost tracking accuracy improved with output_format, quality, size values fixed per openai model
* feat(audio_transcriptions/): calculate duration of audio file for cost calculation

Fixes https://github.com/BerriAI/litellm/issues/11846

Closes https://github.com/BerriAI/litellm/issues/14605

* fix(cost_calculator.py): correctly use base model, when set

Fixes issue where azure base model was being ignored

* feat(cost_calculator.py): fix default cost tracking quality param for image generation

* feat(image_generations/): return output_format, quality, size

aligns response to openai spec and improves cost tracking accuracy

* fix(cost_calculator.py): refactor cost calculation for image generation to use image response instead of hidden params

* build: update build

* fix: fix cost calculation

* build: update poetry lock

* fix: fix ruff checks

* fix: fix aembedding

* fix: fix ruff errors

* fix: modify to catch errors

* fix: test

* fix: loosen test to handle openai lib out of sync

* fix: fix base models

* fix: fix usage object
2025-11-08 16:24:31 -08:00
Krish Dholakia
202eaeb1a2
Revert "(feat) Audio transcription - cost tracking + (feat) image generation …" (#16409)
This reverts commit c96da44265.
2025-11-08 15:38:16 -08:00
Krish Dholakia
c96da44265
(feat) Audio transcription - cost tracking + (feat) image generation - accurate cost tracking based on output_format/quality/size
* feat(audio_transcriptions/): calculate duration of audio file for cost calculation

Fixes https://github.com/BerriAI/litellm/issues/11846

Closes https://github.com/BerriAI/litellm/issues/14605

* fix(cost_calculator.py): correctly use base model, when set

Fixes issue where azure base model was being ignored

* feat(cost_calculator.py): fix default cost tracking quality param for image generation

* feat(image_generations/): return output_format, quality, size

aligns response to openai spec and improves cost tracking accuracy

* fix(cost_calculator.py): refactor cost calculation for image generation to use image response instead of hidden params

* build: update build

* fix: fix cost calculation

* build: update poetry lock

* fix: fix ruff checks

* fix: fix aembedding

* fix: fix ruff errors

* fix: modify to catch errors

* fix: test

* fix: loosen test to handle openai lib out of sync
2025-11-08 15:30:46 -08:00
Ishaan Jaffer
0a1fc0eeb2 Revert "fix: fix ruff errors"
This reverts commit eef864360e.
2025-11-08 14:33:51 -08:00
Krrish Dholakia
eef864360e fix: fix ruff errors 2025-11-08 14:15:12 -08:00
Ishaan Jaff
cea318330e
[Feat] Add Guardrails for /v1/messages and /v1/responses API (#15686)
* add get_guardrails_messages_for_call_type

* fix call type for /messages

* add anthropic endpoints

* fix bedrock guardrails

* fix config.yaml

* fix types

* fix async_pre_call_hook

* ruff fix

* fix guard

* fix test bedrock guardrail

* fix linting

* fix linting

* docs guardrails

* fix mypy linting
2025-10-17 18:09:00 -07:00
Krrish Dholakia
b4c4776f56 fix: fix linting errors 2025-10-04 14:47:13 -07:00
Mubashir Osmani
8b804303ed
fix: ci/cd tests + lint errors (#14646)
* fix: lint errors + tests

* fixed ci tests

* fixed tests

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
2025-09-17 17:06:43 -07:00
Jugal D. Bhatt
900c7f45c0
[MCP Gateway] Litellm mcp pre and during guardrails (#13188)
* add guardrail support

* add guardrail support

* guardrails for MCP

* added changes

* add mcp guardrails

* added test

* add ui

* fix guardrail form

* working with cursor

* remvoe print

* fix mcp servertests

* fix mypy and remove console logs

* fix mypy and remove console logs

* fix mypy tests
2025-08-01 20:02:25 -07:00
Krish Dholakia
c92b6c175c
Prometheus - fix request increment + add route tracking for streaming requests (#11731)
* fix(prometheus.py): remove request increment from inside the log success event

it's only done on post-call success/failure

* fix(litellm_logging.py): add additional validation step for checking if 'stream' is true

prevent double counting on non-stream requests

* test: add unit testing to ensure stream is not incorrectly set to true

* feat(litellm_logging.py): emit request route in standard logging payload

used by prometheus streaming metrics for route

* fix: fix otel test

* fix: fix linting errors

* test: update test

* fix: fix linting error
2025-06-14 16:26:48 -07:00
Ishaan Jaff
42e6e664b2
[Refactor] Make Pagerduty a free feature (#10857)
* refactor: make pagerduty free

* refactor: make pagerduty free

* fix: pagerduty loc

* fix: linting error
2025-05-15 10:12:06 -07:00