Commit Graph

36 Commits

Author SHA1 Message Date
Krrish Dholakia 9e070143fb test: update key names 2026-03-28 21:13:16 -07:00
Krrish Dholakia bc829d51f2 test: test 2026-03-28 19:17:38 -07:00
Krrish Dholakia bee1607248 test: update test apis 2026-03-28 18:57:27 -07:00
Krrish Dholakia 564ad3195b test: update testing 2026-03-28 18:42:55 -07:00
shin-bot-litellm 537f7af583 fix(test): update deprecated gemini embedding model (#20621)
Replace text-embedding-004 with gemini-embedding-001.

The old model was deprecated and returns 404:
'models/text-embedding-004 is not found for API version v1beta'

Co-authored-by: Shin <shin@openclaw.ai>
2026-02-06 18:35:40 -08:00
Yuta Saito a57f1e2e08 test: remove flaky azure oidc embedding test 2026-01-13 10:34:01 +09:00
Sameer Kankute dbcae4aca5 fix: Add none to encoding_format instead of omitting it 2025-12-16 13:23:15 +05:30
Ishaan Jaffer badbadba0d fix img URL for tests 2025-11-22 09:41:15 -08:00
Ishaan Jaffer 732618f55f test_together_ai_embedding 2025-10-11 09:33:19 -07:00
Ishaan Jaffer b97e56252d test_openai_azure_embedding_optional_arg 2025-09-27 14:03:23 -07:00
Ishaan Jaffer 6aa35ec999 test text-embedding-ada-002 2025-09-27 12:41:35 -07:00
zjx20 92c525ddfe feat(JinaAI): support multimodal embedding models (#13181)
* feat(JinaAI): support multimodal embedding models

* add test case

* add test

* fix test
2025-08-05 19:21:56 -07:00
Ishaan Jaff d9943f9812 fix cohere InternalServerError error mapping 2025-07-16 16:13:34 -07:00
Krish Dholakia 7f8b2579a2 Minor Fixes (#11868)
* fix(litellm_pre_call_utils.py): add user agent tags to spend logs in standard logging payload logic

avoid clash when tag based routing is enabled

* test: remove redundant test

* test: rename oidc test to run earlier

quicker debuging

* fix(azure.py): return more detailed error message

* fix(azure/common_utils.py): use default scope, if scope is none

fixes oidc test

* fix: always default to cognitiveservices.azure.com

* test: update test
2025-06-18 14:12:59 -07:00
Ishaan Jaff 5b451bf483 test_openai_azure_embedding_simple 2025-06-13 19:00:25 -07:00
Krrish Dholakia ec52600f98 test: handle fireworks ai instability 2025-06-11 10:09:28 -07:00
Akim Tsvigun acaa80294c Integration with Nebius AI Studio added (#11143)
* integration with Nebius AI Studio added

* Merged with main

* Reviewer's comments resolved

* spelling error fixed

* accidental change reverted
2025-05-27 11:05:22 -07:00
Krish Dholakia 7210b713dc Add target model name validation (#10722)
* fix(auth_checks.py): enforce auth checks on target model names

ensures user has access to models they are trying to call

* test(test_auth_utils.py): add unit tests for auth check

* fix(exception_mapping_utils.py): handle mistral 429 exception

* fix: fix linting error

* fix(auth_checks.py): add max fallback depth
2025-05-10 14:27:06 -07:00
Ishaan Jaff de7870cb54 Add llamafile as a provider (#10203) (#10482)
* Update docs for OpenAI compatible providers, add Llamafile docs, include Llamafile in the sidebar

* Add Llamafile as an LlmProviders enum

* Add llamafile as a OpenAI compatible provider (in the list of compatible providers)

* Add Llamafile chat config and tests

* Wire up Llamafile

Co-authored-by: Peter Wilson <peter@mozilla.ai>
2025-05-01 18:36:55 -07:00
Ishaan Jaff 311c70698f test_embedding_response_ratelimit_headers 2025-04-11 17:54:54 -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 09462ba80c Add cohere v2/rerank support (#8421) (#8605)
* Add cohere v2/rerank support (#8421)

* Support v2 endpoint cohere rerank

* Add tests and docs

* Make v1 default if old params used

* Update docs

* Update docs pt 2

* Update tests

* Add e2e test

* Clean up code

* Use inheritence for new config

* Fix linting issues (#8608)

* Fix cohere v2 failing test + linting (#8672)

* Fix test and unused imports

* Fix tests

* fix: fix linting errors

* test: handle tgai instability

* fix: skip service unavailable err

* test: print logs for unstable test

* test: skip unreliable tests

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Co-authored-by: vibhavbhat <vibhavb00@gmail.com>
2025-02-22 22:25:29 -08:00
Krish Dholakia 251467a525 add bedrock llama vision support + cohere / infinity rerank - 'return_documents' support (#8684)
* build(model_prices_and_context_window.json): mark bedrock llama as supporting vision based on docs

* Add price for Cerebras llama3.3-70b (#8676)

* docs(readme.md): fix contributing docs

point people to new mock directory testing structure s/o @vibhavbhat

* build: update contributing readme

* docs(readme.md): improve docs

* docs(readme.md): cleanup readme on tests/

* docs(README.md): cleanup doc

* feat(infinity/): support returning documents when return_documents=True

* test(test_rerank.py): add e2e testing for cohere rerank

* fix: fix linting errors

* fix(together_ai/): fix together ai transformation

* fix: fix linting error

* fix: fix linting errors

* fix: fix linting errors

* test: mark cohere as flaky

* build: fix model supports check

* test: fix test

* test: mark flaky test

* fix: fix test

* test: fix test

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Co-authored-by: Yury Koleda <fut.wrk@gmail.com>
2025-02-20 21:23:54 -08:00
Krish Dholakia c8aa876785 fix(proxy_server.py): fix get model info when litellm_model_id is set + move model analytics to free (#7886)
* fix(proxy_server.py): fix get model info when litellm_model_id is set

Fixes https://github.com/BerriAI/litellm/issues/7873

* test(test_models.py): add test to ensure get model info on specific deployment has same value as all model info

Fixes https://github.com/BerriAI/litellm/issues/7873

* fix(usage.tsx): make model analytics free

Fixes @iqballx's feedback

* fix(fix(invoke_handler.py):-fix-bedrock-error-chunk-parsing): return correct bedrock status code and error message if chunk in stream

Improves bedrock stream error handling

* fix(proxy_server.py): fix linting errors

* test(test_auth_checks.py): remove redundant test

* fix(proxy_server.py): fix linting errors

* test: fix flaky test

* test: fix test
2025-01-21 08:19:07 -08:00
Krish Dholakia 27892acdfc Litellm dev 01 10 2025 p3 (#7682)
* feat(langfuse.py): log the used prompt when prompt management used

* test: fix test

* docs(self_serve.md): add doc on restricting personal key creation on ui

* feat(s3.py): support s3 logging with team alias prefixes (if available)

New preview feature

* fix(main.py): remove old if block - simplify to just await if coroutine returned

fixes lm_studio async embedding error

* fix(langfuse.py): handle get prompt check
2025-01-10 21:56:42 -08:00
Krish Dholakia 865e6d5bda fix(main.py): fix lm_studio/ embedding routing (#7658)
* fix(main.py): fix lm_studio/ embedding routing

adds the mapping + updates docs with example

* docs(self_serve.md): update doc to show how to auto-add sso users to teams

* fix(streaming_handler.py): simplify async iterator check, to just check if streaming response is an async iterable
2025-01-09 23:03:24 -08:00
Krish Dholakia 3671829e39 Complete 'requests' library removal (#7350)
* refactor: initial commit moving watsonx_text to base_llm_http_handler + clarifying new provider directory structure

* refactor(watsonx/completion/handler.py): move to using base llm http handler

removes 'requests' library usage

* fix(watsonx_text/transformation.py): fix result transformation

migrates to transformation.py, for usage with base llm http handler

* fix(streaming_handler.py): migrate watsonx streaming to transformation.py

ensures streaming works with base llm http handler

* fix(streaming_handler.py): fix streaming linting errors and remove watsonx conditional logic

* fix(watsonx/): fix chat route post completion route refactor

* refactor(watsonx/embed): refactor watsonx to use base llm http handler for embedding calls as well

* refactor(base.py): remove requests library usage from litellm

* build(pyproject.toml): remove requests library usage

* fix: fix linting errors

* fix: fix linting errors

* fix(types/utils.py): fix validation errors for modelresponsestream

* fix(replicate/handler.py): fix linting errors

* fix(litellm_logging.py): handle modelresponsestream object

* fix(streaming_handler.py): fix modelresponsestream args

* fix: remove unused imports

* test: fix test

* fix: fix test

* test: fix test

* test: fix tests

* test: fix test

* test: fix patch target

* test: fix test
2024-12-22 07:21:25 -08:00
Ishaan Jaff 6107f9f3f3 [Bug fix ]: Triton /infer handler incompatible with batch responses (#7337)
* migrate triton to base llm http handler

* clean up triton handler.py

* use transform functions for triton

* add TritonConfig

* get openai params for triton

* use triton embedding config

* test_completion_triton_generate_api

* test_completion_triton_infer_api

* fix TritonConfig doc string

* use TritonResponseIterator

* fix triton embeddings

* docs triton chat usage
2024-12-20 20:59:40 -08:00
Krish Dholakia 6a45ee1ef7 fix(hosted_vllm/transformation.py): return fake api key, if none give… (#7301)
* fix(hosted_vllm/transformation.py): return fake api key, if none give. Prevents httpx error

Fixes https://github.com/BerriAI/litellm/issues/7291

* test: fix test

* fix(main.py): add hosted_vllm/ support for embeddings endpoint

Closes https://github.com/BerriAI/litellm/issues/7290

* docs(vllm.md): add docs on vllm embeddings usage

* fix(__init__.py): fix sambanova model test

* fix(base_llm_unit_tests.py): skip pydantic obj test if model takes >5s to respond
2024-12-18 18:41:53 -08:00
Krrish Dholakia 0caf804f4c feat(databricks/chat): support structured outputs on databricks
Closes https://github.com/BerriAI/litellm/pull/6978

- handles content as list for dbrx, - handles streaming+response_format for dbrx
2024-12-02 23:08:19 -08:00
Krish Dholakia 7e9d8b58f6 LiteLLM Minor Fixes & Improvements (11/23/2024) (#6870)
* feat(pass_through_endpoints/): support logging anthropic/gemini pass through calls to langfuse/s3/etc.

* fix(utils.py): allow disabling end user cost tracking with new param

Allows proxy admin to disable cost tracking for end user - keeps prometheus metrics small

* docs(configs.md): add disable_end_user_cost_tracking reference to docs

* feat(key_management_endpoints.py): add support for restricting access to `/key/generate` by team/proxy level role

Enables admin to restrict key creation, and assign team admins to handle distributing keys

* test(test_key_management.py): add unit testing for personal / team key restriction checks

* docs: add docs on restricting key creation

* docs(finetuned_models.md): add new guide on calling finetuned models

* docs(input.md): cleanup anthropic supported params

Closes https://github.com/BerriAI/litellm/issues/6856

* test(test_embedding.py): add test for passing extra headers via embedding

* feat(cohere/embed): pass client to async embedding

* feat(rerank.py): add `/v1/rerank` if missing for cohere base url

Closes https://github.com/BerriAI/litellm/issues/6844

* fix(main.py): pass extra_headers param to openai

Fixes https://github.com/BerriAI/litellm/issues/6836

* fix(litellm_logging.py): don't disable global callbacks when dynamic callbacks are set

Fixes issue where global callbacks - e.g. prometheus were overriden when langfuse was set dynamically

* fix(handler.py): fix linting error

* fix: fix typing

* build: add conftest to proxy_admin_ui_tests/

* test: fix test

* fix: fix linting errors

* test: fix test

* fix: fix pass through testing
2024-11-23 15:17:40 +05:30
Krish Dholakia 22b8f93f53 LiteLLM Minor Fixes & Improvements (11/01/2024) (#6551)
* fix: add lm_studio support

* fix(cohere_transformation.py): fix transformation logic for azure cohere embedding model name

Fixes https://github.com/BerriAI/litellm/issues/6540

* fix(utils.py): require base64 str to begin with `data:`

Fixes https://github.com/BerriAI/litellm/issues/6541

* fix: cleanup tests

* docs(guardrails.md): fix typo

* fix(opentelemetry.py): move to `.exception` and update 'response_obj' value to handle 'None' case

Fixes https://github.com/BerriAI/litellm/issues/6510

* fix: fix linting noqa placement
2024-11-02 02:09:31 +05:30
Krish Dholakia c03e5da41f LiteLLM Minor Fixes & Improvements (10/24/2024) (#6421)
* fix(utils.py): support passing dynamic api base to validate_environment

Returns True if just api base is required and api base is passed

* fix(litellm_pre_call_utils.py): feature flag sending client headers to llm api

Fixes https://github.com/BerriAI/litellm/issues/6410

* fix(anthropic/chat/transformation.py): return correct error message

* fix(http_handler.py): add error response text in places where we expect it

* fix(factory.py): handle base case of no non-system messages to bedrock

Fixes https://github.com/BerriAI/litellm/issues/6411

* feat(cohere/embed): Support cohere image embeddings

Closes https://github.com/BerriAI/litellm/issues/6413

* fix(__init__.py): fix linting error

* docs(supported_embedding.md): add image embedding example to docs

* feat(cohere/embed): use cohere embedding returned usage for cost calc

* build(model_prices_and_context_window.json): add embed-english-v3.0 details (image cost + 'supports_image_input' flag)

* fix(cohere_transformation.py): fix linting error

* test(test_proxy_server.py): cleanup test

* test: cleanup test

* fix: fix linting errors
2024-10-25 15:55:56 -07:00
Ishaan Jaff 1ab886f80d (contributor PRs) oct 3rd, 2024 (#6034)
* Do not skip important tests for OIDC. (#6017)

* [Bug] Skip monthly slack alert if there was no spend (#6015)

* Fix: skip slack alert if there was no spend

* Skip monthly report when there was no spend

---------

Co-authored-by: María Paz Cuturi <paz@MacBook-Pro-de-Paz.local>

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Co-authored-by: David Manouchehri <david.manouchehri@ai.moda>
Co-authored-by: Paz <paz@tryolabs.com>
Co-authored-by: María Paz Cuturi <paz@MacBook-Pro-de-Paz.local>
2024-10-03 17:12:34 +05:30
Krrish Dholakia d64e971d8c fix(azure): return response headers for sync embedding calls 2024-09-28 21:08:15 -07:00
Krrish Dholakia 3560f0ef2c refactor: move all testing to top-level of repo
Closes https://github.com/BerriAI/litellm/issues/486
2024-09-28 21:08:14 -07:00