LiteLLM Minor Fixes & Improvements (10/18/2024) (#6320)

* fix(converse_transformation.py): handle cross region model name when getting openai param support

Fixes https://github.com/BerriAI/litellm/issues/6291

* LiteLLM Minor Fixes & Improvements (10/17/2024)  (#6293)

* fix(ui_sso.py): fix faulty admin only check

Fixes https://github.com/BerriAI/litellm/issues/6286

* refactor(sso_helper_utils.py): refactor /sso/callback to use helper utils, covered by unit testing

Prevent future regressions

* feat(prompt_factory): support 'ensure_alternating_roles' param

Closes https://github.com/BerriAI/litellm/issues/6257

* fix(proxy/utils.py): add dailytagspend to expected views

* feat(auth_utils.py): support setting regex for clientside auth credentials

Fixes https://github.com/BerriAI/litellm/issues/6203

* build(cookbook): add tutorial for mlflow + langchain + litellm proxy tracing

* feat(argilla.py): add argilla logging integration

Closes https://github.com/BerriAI/litellm/issues/6201

* fix: fix linting errors

* fix: fix ruff error

* test: fix test

* fix: update vertex ai assumption - parts not always guaranteed (#6296)

* docs(configs.md): add argila env var to docs

* docs(user_keys.md): add regex doc for clientside auth params

* docs(argilla.md): add doc on argilla logging

* docs(argilla.md): add sampling rate to argilla calls

* bump: version 1.49.6 → 1.49.7

* add gpt-4o-audio models to model cost map (#6306)

* (code quality) add ruff check PLR0915 for `too-many-statements`  (#6309)

* ruff add PLR0915

* add noqa for PLR0915

* fix noqa

* add # noqa: PLR0915

* # noqa: PLR0915

* # noqa: PLR0915

* # noqa: PLR0915

* add # noqa: PLR0915

* # noqa: PLR0915

* # noqa: PLR0915

* # noqa: PLR0915

* # noqa: PLR0915

* doc fix Turn on / off caching per Key. (#6297)

* (feat) Support `audio`,  `modalities` params (#6304)

* add audio, modalities param

* add test for gpt audio models

* add get_supported_openai_params for GPT audio models

* add supported params for audio

* test_audio_output_from_model

* bump openai to openai==1.52.0

* bump openai on pyproject

* fix audio test

* fix test mock_chat_response

* handle audio for Message

* fix handling audio for OAI compatible API endpoints

* fix linting

* fix mock dbrx test

* (feat) Support audio param in responses streaming (#6312)

* add audio, modalities param

* add test for gpt audio models

* add get_supported_openai_params for GPT audio models

* add supported params for audio

* test_audio_output_from_model

* bump openai to openai==1.52.0

* bump openai on pyproject

* fix audio test

* fix test mock_chat_response

* handle audio for Message

* fix handling audio for OAI compatible API endpoints

* fix linting

* fix mock dbrx test

* add audio to Delta

* handle model_response.choices.delta.audio

* fix linting

* build(model_prices_and_context_window.json): add gpt-4o-audio audio token cost tracking

* refactor(model_prices_and_context_window.json): refactor 'supports_audio' to be 'supports_audio_input' and 'supports_audio_output'

Allows for flag to be used for openai + gemini models (both support audio input)

* feat(cost_calculation.py): support cost calc for audio model

Closes https://github.com/BerriAI/litellm/issues/6302

* feat(utils.py): expose new `supports_audio_input` and `supports_audio_output` functions

Closes https://github.com/BerriAI/litellm/issues/6303

* feat(handle_jwt.py): support single dict list

* fix(cost_calculator.py): fix linting errors

* fix: fix linting error

* fix(cost_calculator): move to using standard openai usage cached tokens value

* test: fix test

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>

litellm/proxy/proxy_server.py

@@ -1543,6 +1543,7 @@ class ProxyConfig:
             ## INIT PROXY REDIS USAGE CLIENT ##
             redis_usage_cache = litellm.cache.cache
 
+            
     async def get_config(self, config_file_path: Optional[str] = None) -> dict:
         """
         Load config file