Commit graph

13418 commits

Author SHA1 Message Date
Krish Dholakia
421e0a3004
Litellm add managed files db (#9930)
* fix(openai.py): ensure openai file object shows up on logs

* fix(managed_files.py): return unified file id as b64 str

allows retrieve file id to work as expected

* fix(managed_files.py): apply decoded file id transformation

* fix: add unit test for file id + decode logic

* fix: initial commit for litellm_proxy support with CRUD Endpoints

* fix(managed_files.py): support retrieve file operation

* fix(managed_files.py): support for DELETE endpoint for files

* fix(managed_files.py): retrieve file content support

supports retrieve file content api from openai

* fix: fix linting error

* test: update tests

* fix: fix linting error

* feat(managed_files.py): support reading / writing files in DB

* feat(managed_files.py): support deleting file from DB on delete

* test: update testing

* fix(spend_tracking_utils.py): ensure each file create request is logged correctly

* fix(managed_files.py): fix storing / returning managed file object from cache

* fix(files/main.py): pass litellm params to azure route

* test: fix test

* build: add new prisma migration

* build: bump requirements

* test: add more testing

* refactor: cleanup post merge w/ main

* fix: fix code qa errors
2025-04-12 08:24:46 -07:00
Nilanjan De
93037ea4d3
fix: correct the cost for 'gemini/gemini-2.5-pro-preview-03-25' (#9896)
* fix: Typo in the cost 'gemini/gemini-2.5-pro-preview-03-25', closes #9854

* chore: update in backup file as well
2025-04-12 08:20:04 -07:00
Krish Dholakia
069aee9f70
fix(transformation.py): correctly translate 'thinking' param for lite… (#9904)
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* fix(transformation.py): correctly translate 'thinking' param for litellm_proxy/ route

Fixes https://github.com/BerriAI/litellm/issues/9892

* test: update test
2025-04-11 23:25:13 -07:00
Krish Dholakia
b9f01c9f5b
fix(databricks/common_utils.py): fix custom endpoint check (#9925)
* fix(databricks/common_utils.py): fix custom endpoint check

Fixes https://github.com/BerriAI/litellm/issues/9915

* fix(common_utils.py): add unit test to ensure custom_endpoint=False is handled correctly

Fixes https://github.com/BerriAI/litellm/issues/9915
2025-04-11 23:20:49 -07:00
Krish Dholakia
3ca82c22b6
Support CRUD endpoints for Managed Files (#9924)
* fix(openai.py): ensure openai file object shows up on logs

* fix(managed_files.py): return unified file id as b64 str

allows retrieve file id to work as expected

* fix(managed_files.py): apply decoded file id transformation

* fix: add unit test for file id + decode logic

* fix: initial commit for litellm_proxy support with CRUD Endpoints

* fix(managed_files.py): support retrieve file operation

* fix(managed_files.py): support for DELETE endpoint for files

* fix(managed_files.py): retrieve file content support

supports retrieve file content api from openai

* fix: fix linting error

* test: update tests

* fix: fix linting error

* fix(files/main.py): pass litellm params to azure route

* test: fix test
2025-04-11 21:48:27 -07:00
Ishaan Jaff
57bc03b30b
[Feat] Add reasoning_effort support for xai/grok-3-mini-beta model family (#9932)
* add BaseReasoningEffortTests

* BaseReasoningLLMTests

* fix test rename

* docs update thinking / reasoning content docs
2025-04-11 19:17:09 -07:00
Ishaan Jaff
f9ce754817
[Feat] Add litellm.supports_reasoning() util to track if an llm supports reasoning (#9923)
* add supports_reasoning for xai models

* add "supports_reasoning": true for o1 series models

* add supports_reasoning util

* add litellm.supports_reasoning

* add supports reasoning for claude 3-7 models

* add deepseek as supports reasoning

* test_supports_reasoning

* add supports reasoning to model group info

* add supports_reasoning

* docs supports reasoning

* fix supports_reasoning test

* "supports_reasoning": false,

* fix test

* supports_reasoning
2025-04-11 17:56:04 -07:00
Ishaan Jaff
91c0a794b9
[Feat - Team Member Permissions] - CRUD Endpoints for managing team member permissions (#9919)
* add team_member_permissions

* add GetTeamMemberPermissionsRequest types

* crud endpoint for team member permissions

* test team member permissions CRUD

* fix GetTeamMemberPermissionsRequest
2025-04-11 17:15:16 -07:00
Ishaan Jaff
2d6ad534bc
[Feat - PR1] Add xAI grok-3 models to LiteLLM (#9920)
* add xai/grok-3-mini-beta, xai/grok-3-beta

* add grok-3-fast-latest models

* supports_response_schema

* fix pricing

* docs xai
2025-04-11 15:12:12 -07:00
Ishaan Jaff
8b1d2d6956
[Feat - UI] - Allow setting Default Team setting when LiteLLM SSO auto creates teams (#9918)
* endpoint for updating default team settings on ui

* add GET default team settings endpoint

* ui expose default team settings on UI

* update to use DefaultTeamSSOParams

* DefaultTeamSSOParams

* fix DefaultTeamSSOParams

* docs team management

* test_update_default_team_settings
2025-04-11 14:07:10 -07:00
Krish Dholakia
0415f1205e
Litellm dev 04 10 2025 p3 (#9903)
* feat(managed_files.py): encode file type in unified file id

simplify calling gemini models

* fix(common_utils.py): fix extracting file type from unified file id

* fix(litellm_logging.py): create standard logging payload for create file call

* fix: fix linting error
2025-04-11 09:29:42 -07:00
Krish Dholakia
9f27e8363f
Realtime API: Support 'base_model' cost tracking + show response in spend logs (if enabled) (#9897)
* refactor(litellm_logging.py): refactor realtime cost tracking to use common code as rest

Ensures basic features like base model just work

* feat(realtime/): support 'base_model' cost tracking on realtime api

Fixes issue where base model was not working on realtime

* fix: fix ruff linting error

* test: fix test
2025-04-10 21:24:45 -07:00
Krish Dholakia
78879c68a9
Revert avglogprobs change + Add azure/gpt-4o-realtime-audio cost tracking (#9893)
* test: initial commit fixing gemini logprobs

Fixes https://github.com/BerriAI/litellm/issues/9888

* fix(vertex_and_google_ai_studio.py): Revert avglogprobs change

Fixes https://github.com/BerriAI/litellm/issues/8890

* build(model_prices_and_context_window.json): add gpt-4o-realtime-preview cost to model cost map

Fixes https://github.com/BerriAI/litellm/issues/9814

* test: add cost calculation unit testing

* test: fix test

* test: update test
2025-04-10 21:23:55 -07:00
Ishaan Jaff
f5c5c79ea4 update docs 2025-04-10 20:18:54 -07:00
Ishaan Jaff
98e34cbf5d
[Docs] Tutorial using MSFT auto team assignment with LiteLLM (#9898)
* add default_team_params as a config.yaml setting

* create_litellm_team_from_sso_group

* test_default_team_params

* test_create_team_without_default_params

* docs default team settings

* docs msft entra id tutorial

* commit litellm docs msft group assignment

* litellm MSFT sso

* member, team assignment on litellm

* docs msft auto assignment

* bug fix default team setting

* docs litellm default team settings

* test_default_team_params
2025-04-10 20:07:55 -07:00
Ishaan Jaff
72a12e91c4
[Bug Fix MSFT SSO] Use correct field for user email when using MSFT SSO (#9886)
* fix openid_from_response

* test_microsoft_sso_handler_openid_from_response_user_principal_name

* test upsert_sso_user
2025-04-10 17:40:58 -07:00
Ishaan Jaff
94a553dbb2
[Feat] Emit Key, Team Budget metrics on a cron job schedule (#9528)
* _initialize_remaining_budget_metrics

* initialize_budget_metrics_cron_job

* initialize_budget_metrics_cron_job

* initialize_budget_metrics_cron_job

* test_initialize_budget_metrics_cron_job

* LITELLM_PROXY_ADMIN_NAME

* fix code qa checks

* test_initialize_budget_metrics_cron_job

* test_initialize_budget_metrics_cron_job

* pod lock manager allow dynamic cron job ID

* fix pod lock manager

* require cronjobid for PodLockManager

* fix DB_SPEND_UPDATE_JOB_NAME acquire / release lock

* add comment on prometheus logger

* add debug statements for emitting key, team budget metrics

* test_pod_lock_manager.py

* test_initialize_budget_metrics_cron_job

* initialize_budget_metrics_cron_job

* initialize_remaining_budget_metrics

* remove outdated test
2025-04-10 16:59:14 -07:00
Ishaan Jaff
90d862b041
[Feat SSO] - Allow admins to set default_team_params to have default params for when litellm SSO creates default teams (#9895)
* add default_team_params as a config.yaml setting

* create_litellm_team_from_sso_group

* test_default_team_params

* test_create_team_without_default_params

* docs default team settings
2025-04-10 16:58:28 -07:00
Krish Dholakia
0dbd663877
fix(cost_calculator.py): handle custom pricing at deployment level fo… (#9855)
* fix(cost_calculator.py): handle custom pricing at deployment level for router

* test: add unit tests

* fix(router.py): show custom pricing on UI

check correct model str

* fix: fix linting error

* docs(custom_pricing.md): clarify custom pricing for proxy

Fixes https://github.com/BerriAI/litellm/issues/8573#issuecomment-2790420740

* test: update code qa test

* fix: cleanup traceback

* fix: handle litellm param custom pricing

* test: update test

* fix(cost_calculator.py): add router model id to list of potential model names

* fix(cost_calculator.py): fix router model id check

* fix: router.py - maintain older model registry approach

* fix: fix ruff check

* fix(router.py): router get deployment info

add custom values to mapped dict

* test: update test

* fix(utils.py): update only if value is non-null

* test: add unit test
2025-04-09 22:13:10 -07:00
Krish Dholakia
0c5b4aa96d
feat(realtime/): add token tracking + log usage object in spend logs … (#9843)
* feat(realtime/): add token tracking + log usage object in spend logs metadata

* test: fix test

* test: update tests

* test: update testing

* test: update test

* test: update test

* test: update test

* test: update test

* test: update tesdt

* test: update test
2025-04-09 22:11:00 -07:00
Krish Dholakia
87733c8193
Fix anthropic prompt caching cost calc + trim logged message in db (#9838)
* fix(spend_tracking_utils.py): prevent logging entire mp4 files to db

Fixes https://github.com/BerriAI/litellm/issues/9732

* fix(anthropic/chat/transformation.py): Fix double counting cache creation input tokens

Fixes https://github.com/BerriAI/litellm/issues/9812

* refactor(anthropic/chat/transformation.py): refactor streaming to use same usage calculation block as non-streaming

reduce errors

* fix(bedrock/chat/converse_transformation.py): don't increment prompt tokens with cache_creation_input_tokens

* build: remove redisvl from requirements.txt (temporary)

* fix(spend_tracking_utils.py): handle circular references

* test: update code cov test

* test: update test
2025-04-09 21:26:43 -07:00
Ishaan Jaff
1359e6d7a6
[SSO] Connect LiteLLM to Azure Entra ID Enterprise Application (#9872)
* refactor SSO handler

* render sso JWT on ui

* docs debug sso

* fix sso login flow use await

* fix ui sso debug JWT

* test ui sso

* remove redis vl

* fix redisvl==0.5.1

* fix ml dtypes

* fix redisvl

* fix redis vl

* fix debug_sso_callback

* fix linting error

* fix redis semantic caching dep

* working graph api assignment

* test msft sso handler openid

* testing for msft group assignment

* fix debug graph api sso flow

* fix linting errors

* add_user_to_teams_from_sso_response

* ui sso fix team assignments

* linting fix _get_group_ids_from_graph_api_response

* add MicrosoftServicePrincipalTeam

* create_litellm_teams_from_service_principal_team_ids

* create_litellm_teams_from_service_principal_team_ids

* docs MICROSOFT_SERVICE_PRINCIPAL_ID

* fix linting errors
2025-04-09 20:26:59 -07:00
Krish Dholakia
ac4f32fb1e
Cost tracking for gemini-2.5-pro (#9837)
* build(model_prices_and_context_window.json): add google/gemini-2.0-flash-lite-001 versioned pricing

Closes https://github.com/BerriAI/litellm/issues/9829

* build(model_prices_and_context_window.json): add initial support for 'supported_output_modalities' param

* build(model_prices_and_context_window.json): add initial support for 'supported_output_modalities' param

* build(model_prices_and_context_window.json): add supported endpoints to gemini-2.5-pro

* build(model_prices_and_context_window.json): add gemini 200k+ pricing

* feat(utils.py): support cost calculation for gemini-2.5-pro above 200k tokens

Fixes https://github.com/BerriAI/litellm/issues/9807

* build: test dockerfile change

* build: revert apk change

* ci(config.yml): pip install wheel

* ci: test problematic package first

* ci(config.yml): pip install only binary

* ci: try more things

* ci: test different ml_dtypes version

* ci(config.yml): check ml_dtypes==0.4.0

* ci: test

* ci: cleanup config.yml

* ci: specify ml dtypes in requirements.txt

* ci: remove redisvl depedency (temporary)

* fix: fix linting errors

* test: update test

* test: fix test
2025-04-09 18:48:43 -07:00
Ishaan Jaff
4c1bb74c3d
[Feat] - SSO - Use MSFT Graph API to assign users to teams (#9865)
* refactor SSO handler

* render sso JWT on ui

* docs debug sso

* fix sso login flow use await

* fix ui sso debug JWT

* test ui sso

* remove redis vl

* fix redisvl==0.5.1

* fix ml dtypes

* fix redisvl

* fix redis vl

* fix debug_sso_callback

* fix linting error

* fix redis semantic caching dep

* working graph api assignment

* test msft sso handler openid

* testing for msft group assignment

* fix debug graph api sso flow

* fix linting errors

* add_user_to_teams_from_sso_response

* fix linting error
2025-04-09 18:26:43 -07:00
Krrish Dholakia
9ec1972926 fix(internal_user_endpoints.py): increase default page size for /user/daily/activity 2025-04-09 17:50:13 -07:00
Ishaan Jaff
6f7e9b9728
[Feat SSO] Debug route - allow admins to debug SSO JWT fields (#9835)
* refactor SSO handler

* render sso JWT on ui

* docs debug sso

* fix sso login flow use await

* fix ui sso debug JWT

* test ui sso

* remove redis vl

* fix redisvl==0.5.1

* fix ml dtypes

* fix redisvl

* fix redis vl

* fix debug_sso_callback

* fix linting error

* fix redis semantic caching dep
2025-04-09 15:29:35 -07:00
Ishaan Jaff
08a3620414
[Bug Fix] Add support for UploadFile on LLM Pass through endpoints (OpenAI, Azure etc) (#9853)
* http passthrough file handling

* fix make_multipart_http_request

* test_pass_through_file_operations

* unit tests for file handling
2025-04-09 15:29:20 -07:00
Krish Dholakia
6ba3c4a4f8
VertexAI non-jsonl file storage support (#9781)
* test: add initial e2e test

* fix(vertex_ai/files): initial commit adding sync file create support

* refactor: initial commit of vertex ai non-jsonl files reaching gcp endpoint

* fix(vertex_ai/files/transformation.py): initial working commit of non-jsonl file call reaching backend endpoint

* fix(vertex_ai/files/transformation.py): working e2e non-jsonl file upload

* test: working e2e jsonl call

* test: unit testing for jsonl file creation

* fix(vertex_ai/transformation.py): reset file pointer after read

allow multiple reads on same file object

* fix: fix linting errors

* fix: fix ruff linting errors

* fix: fix import

* fix: fix linting error

* fix: fix linting error

* fix(vertex_ai/files/transformation.py): fix linting error

* test: update test

* test: update tests

* fix: fix linting errors

* fix: fix test

* fix: fix linting error
2025-04-09 14:01:48 -07:00
qvalentin
93532e00db
feat: add enterpriseWebSearch tool for vertex-ai (#9856) 2025-04-09 13:17:48 -07:00
Jacob Hagstedt P Suorra
dc9bfae053
Add user alias to API endpoint (#9859)
Co-authored-by: Jacob Hagstedt <wcgs@novonordisk.com>
2025-04-09 13:16:35 -07:00
Li Yang
11389535d5
chore: fix haiku cache read pricing per token (#9834) 2025-04-08 16:43:09 -07:00
Ishaan Jaff
441c7275ed
test fix post call rules (#9826) 2025-04-08 13:55:37 -07:00
Ishaan Jaff
e6403b717c
[Security fix - CVE-2025-0330] - Leakage of Langfuse API keys in team exception handling (#9830)
* fix team id exception in get team config

* test_team_info_masking

* test ref
2025-04-08 13:55:20 -07:00
Krrish Dholakia
367f48004d build(model_prices_and_context_window.json): consistent params 2025-04-08 12:45:33 -07:00
Ishaan Jaff
ff3a6830a4
[Feat] LiteLLM Tag/Policy Management (#9813)
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* rendering tags on UI

* use /models for building tags

* CRUD endpoints for Tag management

* fix tag management

* working api for LIST tags

* working tag management

* refactor UI components

* fixes ui tag management

* clean up ui tag management

* fix tag management ui

* fix show allowed llms

* e2e tag controls

* stash change for rendering tags on UI

* ui working tag selector on Test Key page

* fixes for tag management

* clean up tag info

* fix code quality

* test for tag management

* ui clarify what tag routing is
2025-04-07 21:54:24 -07:00
Krish Dholakia
ac9f03beae
Allow passing thinking param to litellm proxy via client sdk + Code QA Refactor on get_optional_params (get correct values) (#9386)
* fix(litellm_proxy/chat/transformation.py): support 'thinking' param

Fixes https://github.com/BerriAI/litellm/issues/9380

* feat(azure/gpt_transformation.py): add azure audio model support

Closes https://github.com/BerriAI/litellm/issues/6305

* fix(utils.py): use provider_config in common functions

* fix(utils.py): add missing provider configs to get_chat_provider_config

* test: fix test

* fix: fix path

* feat(utils.py): make bedrock invoke nova config baseconfig compatible

* fix: fix linting errors

* fix(azure_ai/transformation.py): remove buggy optional param filtering for azure ai

Removes incorrect check for support tool choice when calling azure ai - prevented calling models with response_format unless on litell model cost map

* fix(amazon_cohere_transformation.py): fix bedrock invoke cohere transformation to inherit from coherechatconfig

* test: fix azure ai tool choice mapping

* fix: fix model cost map to add 'supports_tool_choice' to cohere models

* fix(get_supported_openai_params.py): check if custom llm provider in llm providers

* fix(get_supported_openai_params.py): fix llm provider in list check

* fix: fix ruff check errors

* fix: support defs when calling bedrock nova

* fix(factory.py): fix test
2025-04-07 21:04:11 -07:00
Krish Dholakia
fcf17d114f
Litellm dev 04 05 2025 p2 (#9774)
* test: move test to just checking async

* fix(transformation.py): handle function call with no schema

* fix(utils.py): handle pydantic base model in message tool calls

Fix https://github.com/BerriAI/litellm/issues/9321

* fix(vertex_and_google_ai_studio.py): handle tools=[]

Fixes https://github.com/BerriAI/litellm/issues/9080

* test: remove max token restriction

* test: fix basic test

* fix(get_supported_openai_params.py): fix check

* fix(converse_transformation.py): support fake streaming for meta.llama3-3-70b-instruct-v1:0

* fix: fix test

* fix: parse out empty dictionary on dbrx streaming + tool calls

* fix(handle-'strict'-param-when-calling-fireworks-ai): fireworks ai does not support 'strict' param

* fix: fix ruff check

'

* fix: handle no strict in function

* fix: revert bedrock change - handle in separate PR
2025-04-07 21:02:52 -07:00
Krish Dholakia
8d338aee78
fix(databricks/chat/transformation.py): remove reasoning_effort from request (#9811)
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Fixes https://github.com/BerriAI/litellm/issues/9700#issuecomment-2784431995
2025-04-07 19:43:19 -07:00
Krish Dholakia
8e3c7b2de0
fix(vertex_ai.py): move to only passing in accepted keys by vertex ai response schema (#8992)
* fix(vertex_ai.py): common_utils.py

move to only passing in accepted keys by vertex ai

prevent json schema compatible keys like $id, and $comment from causing vertex ai openapi calls to fail

* fix(test_vertex.py): add testing to ensure only accepted schema params passed in

* fix(common_utils.py): fix linting error

* test: update test

* test: accept function
2025-04-07 18:07:01 -07:00
Krish Dholakia
4a128cfd64
Realtime API Cost tracking (#9795)
* fix(proxy_server.py): log realtime calls to spendlogs

Fixes https://github.com/BerriAI/litellm/issues/8410

* feat(realtime/): OpenAI Realtime API cost tracking

Closes https://github.com/BerriAI/litellm/issues/8410

* test: add unit testing for coverage

* test: add more unit testing

* fix: handle edge cases
2025-04-07 16:43:12 -07:00
Krish Dholakia
9a60cd9deb
fix(gemini/transformation.py): handle file_data being passed in (#9786) 2025-04-07 16:32:08 -07:00
KX
0ac896a6f2
feat: add offline swagger docs (#7653) 2025-04-06 13:55:06 -07:00
Krish Dholakia
792ee079c2
Litellm 04 05 2025 release notes (#9785)
* docs: update docs

* docs: additional cleanup

* docs(index.md): add initial links

* docs: more doc updates

* docs(index.md): add more links

* docs(files.md): add gemini files API to docs

* docs(index.md): add more docs

* docs: more docs

* docs: update docs
2025-04-06 09:03:51 -07:00
Ishaan Jaff
52b35cd809
[UI Polish] - Polish login screen (#9778)
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* fix admin ui utils login screen

* ui - add layer of polish on login screen

* ui fix design of login page

* ui fix color scheme on login page
2025-04-05 14:56:03 -07:00
Ishaan Jaff
7f6de81196 ui new build 2025-04-05 12:30:37 -07:00
Ishaan Jaff
3a7061a05c
bug fix de depluciate model list (#9775) 2025-04-05 12:29:11 -07:00
Krish Dholakia
34bdf36eab
Add inference providers support for Hugging Face (#8258) (#9738) (#9773)
* Add inference providers support for Hugging Face (#8258)

* add first version of inference providers for huggingface

* temporarily skipping tests

* Add documentation

* Fix titles

* remove max_retries from params and clean up

* add suggestions

* use llm http handler

* update doc

* add suggestions

* run formatters

* add tests

* revert

* revert

* rename file

* set maxsize for lru cache

* fix embeddings

* fix inference url

* fix tests following breaking change in main

* use ChatCompletionRequest

* fix tests and lint

* [Hugging Face] Remove outdated chat completion tests and fix embedding tests (#9749)

* remove or fix tests

* fix link in doc

* fix(config_settings.md): document hf api key

---------

Co-authored-by: célina <hanouticelina@gmail.com>
2025-04-05 10:50:15 -07:00
Krish Dholakia
0d503ad8ad
Move daily user transaction logging outside of 'disable_spend_logs' flag - different tables (#9772)
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* refactor(db_spend_update_writer.py): aggregate table is entirely different

* test(test_db_spend_update_writer.py): add unit test to ensure if disable_spend_logs is true daily user transactions is still logged

* test: fix test
2025-04-05 09:58:16 -07:00
Krrish Dholakia
af9db827fc fix(databricks/chat/transformation.py): handle empty headers case 2025-04-05 08:33:56 -07:00
Krish Dholakia
5099aac1a5
Add DBRX Anthropic w/ thinking + response_format support (#9744)
* feat(databricks/chat/): add anthropic w/ reasoning content support via databricks

Allows user to call claude-3-7-sonnet with thinking via databricks

* refactor: refactor choices transformation + add unit testing

* fix(databricks/chat/transformation.py): support thinking blocks on databricks response streaming

* feat(databricks/chat/transformation.py): support response_format for claude models

* fix(databricks/chat/transformation.py): correctly handle response_format={"type": "text"}

* feat(databricks/chat/transformation.py): support 'reasoning_effort' param mapping for anthropic

* fix: fix ruff errors

* fix: fix linting error

* test: update test

* fix(databricks/chat/transformation.py): handle json mode output parsing

* fix(databricks/chat/transformation.py): handle json mode on streaming

* test: update test

* test: update dbrx testing

* test: update testing

* fix(base_model_iterator.py): handle non-json chunk

* test: update tests

* fix: fix ruff check

* fix: fix databricks config import

* fix: handle _tool = none

* test: skip invalid test
2025-04-04 22:13:32 -07:00