Commit graph

2244 commits

Author SHA1 Message Date
Krish Dholakia
e1f7bcb47d
Fix VertexAI Credential Caching issue (#9756)
* refactor(vertex_llm_base.py): Prevent credential misrouting for projects

Fixes https://github.com/BerriAI/litellm/issues/7904

* fix: passing unit tests

* fix(vertex_llm_base.py): common auth logic across sync + async vertex ai calls

prevents credential caching issue across both flows

* test: fix test

* fix(vertex_llm_base.py): handle project id in default cause

* fix(factory.py): don't pass cache control if not set

bedrock invoke does not support this

* test: fix test

* fix(vertex_llm_base.py): add .exception message in load_auth

* fix: fix ruff error
2025-04-04 16:38:08 -07:00
Adrian Lyjak
d640bc0a00
fix #8425, passthrough kwargs during acompletion, and unwrap extra_body for openrouter (#9747) 2025-04-03 22:19:40 -07:00
sajda
4a4328b5bb
fix:Gemini Flash 2.0 implementation is not returning the logprobs (#9713)
* fix:Gemini Flash 2.0 implementation is not returning the logprobs

* fix: linting error by adding a helper method called _process_candidates
2025-04-03 11:53:41 -07:00
Krish Dholakia
6dda1ba6dd
LiteLLM Minor Fixes & Improvements (04/02/2025) (#9725)
* Add date picker to usage tab + Add reasoning_content token tracking across all providers on streaming (#9722)

* feat(new_usage.tsx): add date picker for new usage tab

allow user to look back on their usage data

* feat(anthropic/chat/transformation.py): report reasoning tokens in completion token details

allows usage tracking on how many reasoning tokens are actually being used

* feat(streaming_chunk_builder.py): return reasoning_tokens in anthropic/openai streaming response

allows tracking reasoning_token usage across providers

* Fix update team metadata + fix bulk adding models on Ui  (#9721)

* fix(handle_add_model_submit.tsx): fix bulk adding models

* fix(team_info.tsx): fix team metadata update

Fixes https://github.com/BerriAI/litellm/issues/9689

* (v0) Unified file id - allow calling multiple providers with same file id (#9718)

* feat(files_endpoints.py): initial commit adding 'target_model_names' support

allow developer to specify all the models they want to call with the file

* feat(files_endpoints.py): return unified files endpoint

* test(test_files_endpoints.py): add validation test - if invalid purpose submitted

* feat: more updates

* feat: initial working commit of unified file id translation

* fix: additional fixes

* fix(router.py): remove model replace logic in jsonl on acreate_file

enables file upload to work for chat completion requests as well

* fix(files_endpoints.py): remove whitespace around model name

* fix(azure/handler.py): return acreate_file with correct response type

* fix: fix linting errors

* test: fix mock test to run on github actions

* fix: fix ruff errors

* fix: fix file too large error

* fix(utils.py): remove redundant var

* test: modify test to work on github actions

* test: update tests

* test: more debug logs to understand ci/cd issue

* test: fix test for respx

* test: skip mock respx test

fails on ci/cd - not clear why

* fix: fix ruff check

* fix: fix test

* fix(model_connection_test.tsx): fix linting error

* test: update unit tests
2025-04-03 11:48:52 -07:00
fengjiajie
5a18eebdb6
Fix: Use request body in curl log for Gemini streaming mode (#9736) 2025-04-03 09:45:27 -07:00
Krish Dholakia
8ee32291e0
Squashed commit of the following: (#9709)
commit b12a9892b7
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Wed Apr 2 08:09:56 2025 -0700

    fix(utils.py): don't modify openai_token_counter

commit 294de31803
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 21:22:40 2025 -0700

    fix: fix linting error

commit cb6e9fbe40
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 19:52:45 2025 -0700

    refactor: complete migration

commit bfc159172d
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 19:09:59 2025 -0700

    refactor: refactor more constants

commit 43ffb6a558
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 18:45:24 2025 -0700

    fix: test

commit 04dbe4310c
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 18:28:58 2025 -0700

    refactor: refactor: move more constants into constants.py

commit 3c26284aff
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 18:14:46 2025 -0700

    refactor: migrate hardcoded constants out of __init__.py

commit c11e0de69d
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 18:11:21 2025 -0700

    build: migrate all constants into constants.py

commit 7882bdc787
Author: Krrish Dholakia <krrishdholakia@gmail.com>
Date:   Mon Mar 24 18:07:37 2025 -0700

    build: initial test banning hardcoded numbers in repo
2025-04-02 21:24:54 -07:00
Ishaan Jaff
acf920a41a
Merge branch 'main' into litellm_fix_azure_o_series 2025-04-02 20:58:52 -07:00
Krish Dholakia
053b0e741f
Add Google AI Studio /v1/files upload API support (#9645)
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* test: fix import for test

* fix: fix bad error string

* docs: cleanup files docs

* fix(files/main.py): cleanup error string

* style: initial commit with a provider/config pattern for files api

google ai studio files api onboarding

* fix: test

* feat(gemini/files/transformation.py): support gemini files api response transformation

* fix(gemini/files/transformation.py): return file id as gemini uri

allows id to be passed in to chat completion request, just like openai

* feat(llm_http_handler.py): support async route for files api on llm_http_handler

* fix: fix linting errors

* fix: fix model info check

* fix: fix ruff errors

* fix: fix linting errors

* Revert "fix: fix linting errors"

This reverts commit 926a5a527f.

* fix: fix linting errors

* test: fix test

* test: fix tests
2025-04-02 08:56:58 -07:00
Pranav Simha
2e35f07e94
Add support for max_completion_tokens to the Cohere chat transformation config (#9701) 2025-04-02 07:50:44 -07:00
Ishaan Jaff
58b4e4b206 add AzureOpenAIO1Config for tools 2025-04-02 06:55:03 -07:00
Ishaan Jaff
9e7c67805b get_supported_openai_params 2025-04-02 06:52:07 -07:00
Krish Dholakia
23051d89dd
fix(streaming_handler.py): fix completion start time tracking (#9688)
* fix(streaming_handler.py): fix completion start time tracking

Fixes https://github.com/BerriAI/litellm/issues/9210

* feat(anthropic/chat/transformation.py): map openai 'reasoning_effort' to anthropic 'thinking' param

Fixes https://github.com/BerriAI/litellm/issues/9022

* feat: map 'reasoning_effort' to 'thinking' param across bedrock + vertex

Closes https://github.com/BerriAI/litellm/issues/9022#issuecomment-2705260808
2025-04-01 22:00:56 -07:00
Ishaan Jaff
4080fe54d5 clean up o series 2025-04-01 21:21:41 -07:00
Ishaan Jaff
f7129e5e59 fix _apply_openai_param_overrides 2025-04-01 21:17:59 -07:00
Ishaan Jaff
c454dbec30 get_supported_openai_params for o-1 series models 2025-04-01 19:03:50 -07:00
Krish Dholakia
5ad2fbcba6
Openrouter streaming fixes + Anthropic 'file' message support (#9667)
* fix(openrouter/transformation.py): Handle error in openrouter stream

Fixes https://github.com/Aider-AI/aider/issues/3550

* test(test_openrouter_chat_transformation.py): add unit tests

* feat(anthropic/chat/transformation.py): add openai 'file' message content type support

Closes https://github.com/BerriAI/litellm/issues/9463

* fix(factory.py): add bedrock converse support for openai 'file' message content type

Closes https://github.com/BerriAI/litellm/issues/9463
2025-03-31 21:22:59 -07:00
Ishaan Jaff
bc5cc51b9d
Merge pull request #9567 from BerriAI/litellm_anthropic_messages_improvements
[Refactor] - Expose litellm.messages.acreate() and  litellm.messages.create() to make LLM API calls in Anthropic API spec
2025-03-31 20:50:30 -07:00
Krish Dholakia
46b3dbde8f
Revert "fix: Anthropic prompt caching on GCP Vertex AI (#9605)" (#9670)
This reverts commit a8673246dc.
2025-03-31 17:13:55 -07:00
Ishaan Jaff
01d85d5fb7 Merge branch 'main' into litellm_anthropic_messages_improvements 2025-03-31 14:22:56 -07:00
Ishaan Jaff
83ba96b8c6 Merge branch 'main' into litellm_sagemaker_fix_stream 2025-03-31 14:22:20 -07:00
Sam
a8673246dc
fix: Anthropic prompt caching on GCP Vertex AI (#9605)
* fix: Anthropic prompt caching on GCP Vertex AI

* test(vertex): anthropic prompt caching
2025-03-29 23:40:34 -07:00
Krish Dholakia
5c107c64dd
Add gemini audio input support + handle special tokens in sagemaker response (#9640)
* fix(internal_user_endpoints.py): cleanup unused variables on beta endpoint

no team/org split on daily user endpoint

* build(model_prices_and_context_window.json): gemini-2.0-flash supports audio input

* feat(gemini/transformation.py): support passing audio input to gemini

* test: fix test

* fix(gemini/transformation.py): support audio input as a url

enables passing google cloud bucket urls

* fix(gemini/transformation.py): support explicitly passing format of file

* fix(gemini/transformation.py): expand support for inferred file types from url

* fix(sagemaker/completion/transformation.py): fix special token error when counting sagemaker tokens

* test: fix import
2025-03-29 19:23:09 -07:00
Krish Dholakia
9b7ebb6a7d
build(pyproject.toml): add new dev dependencies - for type checking (#9631)
* build(pyproject.toml): add new dev dependencies - for type checking

* build: reformat files to fit black

* ci: reformat to fit black

* ci(test-litellm.yml): make tests run clear

* build(pyproject.toml): add ruff

* fix: fix ruff checks

* build(mypy/): fix mypy linting errors

* fix(hashicorp_secret_manager.py): fix passing cert for tls auth

* build(mypy/): resolve all mypy errors

* test: update test

* fix: fix black formatting

* build(pre-commit-config.yaml): use poetry run black

* fix(proxy_server.py): fix linting error

* fix: fix ruff safe representation error
2025-03-29 11:02:13 -07:00
Krish Dholakia
5ac61a7572
Add bedrock latency optimized inference support (#9623)
* fix(converse_transformation.py): add performanceConfig param support on bedrock

Closes https://github.com/BerriAI/litellm/issues/7606

* fix(converse_transformation.py): refactor to use more flexible single getter for params which are separate config blocks

* test(test_main.py): add e2e mock test for bedrock performance config

* build(model_prices_and_context_window.json): add versioned multimodal embedding

* refactor(multimodal_embeddings/): migrate to config pattern

* feat(vertex_ai/multimodalembeddings): calculate usage for multimodal embedding calls

Enables cost calculation for multimodal embeddings

* feat(vertex_ai/multimodalembeddings): get usage object for embedding calls

ensures accurate cost tracking for vertexai multimodal embedding calls

* fix(embedding_handler.py): remove unused imports

* fix: fix linting errors

* fix: handle response api usage calculation

* test(test_vertex_ai_multimodal_embedding_transformation.py): update tests

* test: mark flaky test

* feat(vertex_ai/multimodal_embeddings/transformation.py): support text+image+video input

* docs(vertex.md): document sending text + image to vertex multimodal embeddings

* test: remove incorrect file

* fix(multimodal_embeddings/transformation.py): fix linting error

* style: remove unused import
2025-03-29 00:23:09 -07:00
Krish Dholakia
4879e1ecf0
fix(openrouter/chat/transformation.py): raise informative message for openrouter key error (#9626)
Related Issue: https://github.com/Aider-AI/aider/issues/3550#issuecomment-2763052355
2025-03-28 20:24:28 -07:00
NickGrab
220d4c07f4
Merge pull request #9625 from BerriAI/litellm_mar_28_vertex_fix
Add support to Vertex AI transformation for anyOf union type with null fields
2025-03-28 16:09:29 -07:00
Krish Dholakia
222898d727
Fix anthropic thinking + response_format (#9594)
* fix(anthropic/chat/transformation.py): Don't set tool choice on response_format conversion when thinking is enabled

Not allowed by Anthropic

Fixes https://github.com/BerriAI/litellm/issues/8901

* refactor: move test to base anthropic chat tests

ensures consistent behaviour across vertex/anthropic/bedrock

* fix(anthropic/chat/transformation.py): if thinking token is specified and max tokens is not - ensure max token to anthropic is higher than thinking tokens

* feat(converse_transformation.py): correctly handle thinking + response format on Bedrock Converse

Fixes https://github.com/BerriAI/litellm/issues/8901

* fix(converse_transformation.py): correctly handle adding max tokens

* test: handle service unavailable error
2025-03-28 15:57:40 -07:00
Nicholas Grabar
1f2bbda11d Add recursion depth to convert_anyof_null_to_nullable, constants.py. Fix recursive_detector.py raise error state 2025-03-28 13:11:19 -07:00
Krish Dholakia
0865e52db3
fix(proxy_server.py): get master key from environment, if not set in … (#9617)
* fix(proxy_server.py): get master key from environment, if not set in general settings or general settings not set at all

* test: mark flaky test

* test(test_proxy_server.py): mock prisma client

* ci: add new github workflow for testing just the mock tests

* fix: fix linting error

* ci(conftest.py): add conftest.py to isolate proxy tests

* build(pyproject.toml): add respx to dev dependencies

* build(pyproject.toml): add prisma to dev dependencies

* test: fix mock prompt management tests to use a mock anthropic key

* ci(test-litellm.yml): parallelize mock testing

make it run faster

* build(pyproject.toml): add hypercorn as dev dep

* build(pyproject.toml): separate proxy vs. core dev dependencies

make it easier for non-proxy contributors to run tests locally - e.g. no need to install hypercorn

* ci(test-litellm.yml): pin python version

* test(test_rerank.py): move test - cannot be mocked, requires aws credentials for e2e testing

* ci: add thank you message to ci

* test: add mock env var to test

* test: add autouse to tests

* test: test mock env vars for e2e tests
2025-03-28 12:32:04 -07:00
Ishaan Jaff
e7181395ff fix code quality check 2025-03-28 10:32:39 -07:00
NickGrab
b72fbdde74
Merge branch 'main' into litellm_8864-feature-vertex-anyOf-support 2025-03-28 10:25:04 -07:00
Krrish Dholakia
69e28b92c6 fix: fix python38 linting error 2025-03-28 09:38:32 -07:00
Krrish Dholakia
34a1a48af1 fix(common_utils.py): fix linting error
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2025-03-27 23:31:58 -07:00
Krish Dholakia
ccbac691e5
Support discovering gemini, anthropic, xai models by calling their /v1/model endpoint (#9530)
* fix: initial commit for adding provider model discovery to gemini

* feat(gemini/): add model discovery for gemini/ route

* docs(set_keys.md): update docs to show you can check available gemini models as well

* feat(anthropic/): add model discovery for anthropic api key

* feat(xai/): add model discovery for XAI

enables checking what models an xai key can call

* ci: bump ci config yml

* fix(topaz/common_utils.py): fix linting error

* fix: fix linting error for python38
2025-03-27 22:50:48 -07:00
Krish Dholakia
340a63bace
fix(mistral_chat_transformation.py): add missing comma (#9606)
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2025-03-27 22:16:21 -07:00
Krish Dholakia
b9d0f460e8
Revert "Support max_completion_tokens on Mistral (#9589)" (#9604)
This reverts commit fef5d23dd5.
2025-03-27 19:14:26 -07:00
Chris Mancuso
fef5d23dd5
Support max_completion_tokens on Mistral (#9589)
* Support max_completion_tokens on Mistral

* test fix
2025-03-27 17:27:19 -07:00
Krish Dholakia
c0845fec1f
Add OpenAI gpt-4o-transcribe support (#9517)
* refactor: introduce new transformation config for gpt-4o-transcribe models

* refactor: expose new transformation configs for audio transcription

* ci: fix config yml

* feat(openai/transcriptions): support provider config transformation on openai audio transcriptions

allows gpt-4o and whisper audio transformation to work as expected

* refactor: migrate fireworks ai + deepgram to new transform request pattern

* feat(openai/): working support for gpt-4o-audio-transcribe

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

* build(model_prices_and_context_window.json): specify what endpoints are supported for `/audio/transcriptions`

* fix(get_supported_openai_params.py): fix return

* refactor(deepgram/): migrate unit test to deepgram handler

* refactor: cleanup unused imports

* fix(get_supported_openai_params.py): fix linting error

* test: update test
2025-03-26 23:10:25 -07:00
Ishaan Jaff
8499a88e4a fixes - anthropic messages interface 2025-03-26 17:45:47 -07:00
Ishaan Jaff
9eb9a369bb working anthropic API tests 2025-03-26 17:34:41 -07:00
Krish Dholakia
4351c77253
Support Gemini audio token cost tracking + fix openai audio input token cost tracking (#9535)
* fix(vertex_and_google_ai_studio_gemini.py): log gemini audio tokens in usage object

enables accurate cost tracking

* refactor(vertex_ai/cost_calculator.py): refactor 128k+ token cost calculation to only run if model info has it

Google has moved away from this for gemini-2.0 models

* refactor(vertex_ai/cost_calculator.py): migrate to usage object for more flexible data passthrough

* fix(llm_cost_calc/utils.py): support audio token cost tracking in generic cost per token

enables vertex ai cost tracking to work with audio tokens

* fix(llm_cost_calc/utils.py): default to total prompt tokens if text tokens field not set

* refactor(llm_cost_calc/utils.py): move openai cost tracking to generic cost per token

more consistent behaviour across providers

* test: add unit test for gemini audio token cost calculation

* ci: bump ci config

* test: fix test
2025-03-26 17:26:25 -07:00
Ishaan Jaff
8dcdff9280 fix anthropic_messages 2025-03-26 17:21:14 -07:00
Ishaan Jaff
3640262dbf fix anthropic_messages implementation 2025-03-26 17:12:40 -07:00
Ishaan Jaff
957b7eb82c define types for response form AnthropicMessagesResponse 2025-03-26 16:54:45 -07:00
Ishaan Jaff
b7f4abd13a
Merge pull request #9542 from BerriAI/litellm_fix_vertex_ai_ft_models
[Feature]: Support for Fine-Tuned Vertex AI LLMs
2025-03-26 16:19:41 -07:00
Ishaan Jaff
0aae9aa24a rename _is_model_gemini_spec_model 2025-03-26 14:28:26 -07:00
Ishaan Jaff
8eaf4c55c0 test_gemini_fine_tuned_model_request_consistency 2025-03-26 14:18:11 -07:00
Ishaan Jaff
93daf5cbac _get_model_name_from_gemini_spec_model 2025-03-26 12:16:18 -07:00
Krish Dholakia
801ecb6517
Nova Canvas complete image generation tasks (#9177) (#9525)
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* Nova Canvas complete image generation tasks (#9177)

* add initial support for Amazon Nova Canvas model

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* adjust name to AmazonNovaCanvas and map function variables to config

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* tighten model name check

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* fix quality mapping

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* add premium quality in config

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* support all Amazon Nova Canvas tasks

* remove unused import

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* add tests for image generation tasks and fix payload

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* add missing util file

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* update model prices backup file

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* remove image tasks other than text->image

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* add color guided generation task for Nova Canvas

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* fix merge

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* add nova canvas image generation documentation

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

* add nova canvas unit tests

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>

---------

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>

* ci(config.yml): bump ci config

* test: fix test

---------

Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>
Co-authored-by: omrishiv <327609+omrishiv@users.noreply.github.com>
2025-03-26 11:28:20 -07:00
Ishaan Jaff
793a920caa rename _is_model_gemini_spec_model 2025-03-26 11:14:51 -07:00