* caching - use _sync_set_cache
* add sync _sync_add_streaming_response_to_cache
* use caching class for cache storage
* fix use _sync_get_cache
* fix circular import
* use _update_litellm_logging_obj_environment
* use one helper for _process_async_embedding_cached_response
* fix _is_call_type_supported_by_cache
* fix checking cache
* fix sync get cache
* fix use _combine_cached_embedding_response_with_api_result
* fix _update_litellm_logging_obj_environment
* adjust test_redis_cache_acompletion_stream_bedrock
* add testing coverage for pattern match router
* fix add_pattern
* fix typo on router_cooldown_event_callback
* add testing for pattern match router
* fix add explanation for pattern match router
* (refactor) use _assemble_complete_response_from_streaming_chunks
* add unit test for test_assemble_complete_response_from_streaming_chunks_1
* fix assemble complete_streaming_response
* config add logging_testing
* add logging_coverage in codecov
* test test_assemble_complete_response_from_streaming_chunks_3
* add unit tests for _assemble_complete_response_from_streaming_chunks
* fix remove unused / junk function
* add test for streaming_chunks when error assembling
* add flake 8 check
* split up litellm _acompletion
* fix get model client
* refactor use commong func to add metadata to kwargs
* use common func to get timeout
* re-use helper to _get_async_model_client
* use _handle_mock_testing_rate_limit_error
* fix docstring for _handle_mock_testing_rate_limit_error
* fix function_with_retries
* use helper for mock testing fallbacks
* router - use 1 func for simple_shuffle
* add doc string for simple_shuffle
* use 1 function for filtering cooldown deployments
* fix use common helper to _get_fallback_model_group_from_fallbacks
* fix prometheus have well defined latency buckets
* use a well define latency bucket
* use types file for prometheus logging
* add test for LATENCY_BUCKETS
* fix move s3 to use customLogger
* add basic s3 logging test
* add s3 to custom logger compatible
* use batch logger for s3
* s3 set flush interval and batch size
* fix s3 logging
* add notes on s3 logging
* fix s3 logging
* add basic s3 logging test
* fix s3 type errors
* add test for sync logging on s3
* track LiteLLM_OrganizationMembership
* add add_internal_user_to_organization
* add org membership to schema
* read organization membership when reading user info in auth checks
* add check for valid organization_id
* add test for test_create_new_user_in_organization
* test test_create_new_user_in_organization
* add new ADMIN role
* add test for org admins creating teams
* add test for test_org_admin_create_user_permissions
* test_org_admin_create_user_team_wrong_org_permissions
* test_org_admin_create_user_team_wrong_org_permissions
* fix organization_role_based_access_check
* fix getting user members
* fix TeamBase
* fix types used for use role
* fix type checks
* sync prisma schema
* docs - organization admins
* fix use organization_endpoints for /organization management
* add types for org member endpoints
* fix role name for org admin
* add type for member add response
* add organization/member_add
* add error handling for adding members to an org
* add nice doc string for oranization/member_add
* fix test_create_new_user_in_organization
* linting fix
* use simple route changes
* fix types
* add organization member roles
* add org admin auth checks
* add auth checks for orgs
* test for creating teams as org admin
* simplify org id usage
* fix typo
* test test_org_admin_create_user_team_wrong_org_permissions
* fix type check issue
* code quality fix
* fix schema.prisma
* fix: enable new 'disable_prisma_schema_update' flag
* build(config.yml): remove setup remote docker step
* ci(config.yml): give container time to start up
* ci(config.yml): update test
* build(config.yml): actually start docker
* build(config.yml): simplify grep check
* fix(prisma_client.py): support reading disable_schema_update via env vars
* ci(config.yml): add test to check if all general settings are documented
* build(test_General_settings.py): check available dir
* ci: check ../ repo path
* build: check ./
* build: fix test
* docs(prompt_caching.md): add prompt caching cost calc example to docs
* docs(prompt_caching.md): add proxy examples to docs
* feat(utils.py): expose new helper `supports_prompt_caching()` to check if a model supports prompt caching
* docs(prompt_caching.md): add docs on checking model support for prompt caching
* build: fix invalid json
* fix(factory.py): bedrock: merge consecutive tool + user messages
Fixes https://github.com/BerriAI/litellm/issues/6007
* LiteLLM Minor Fixes & Improvements (10/02/2024) (#6023)
* feat(together_ai/completion): handle together ai completion calls
* fix: handle list of int / list of list of int for text completion calls
* fix(utils.py): check if base model in bedrock converse model list
Fixes https://github.com/BerriAI/litellm/issues/6003
* test(test_optional_params.py): add unit tests for bedrock optional param mapping
Fixes https://github.com/BerriAI/litellm/issues/6003
* feat(utils.py): enable passing dummy tool call for anthropic/bedrock calls if tool_use blocks exist
Fixes https://github.com/BerriAI/litellm/issues/5388
* fixed an issue with tool use of claude models with anthropic and bedrock (#6013)
* fix(utils.py): handle empty schema for anthropic/bedrock
Fixes https://github.com/BerriAI/litellm/issues/6012
* fix: fix linting errors
* fix: fix linting errors
* fix: fix linting errors
* fix(proxy_cli.py): fix import route for app + health checks path (#6026)
* (testing): Enable testing us.anthropic.claude-3-haiku-20240307-v1:0. (#6018)
* fix(proxy_cli.py): fix import route for app + health checks gettsburg.wav
Fixes https://github.com/BerriAI/litellm/issues/5999
---------
Co-authored-by: David Manouchehri <david.manouchehri@ai.moda>
---------
Co-authored-by: Ved Patwardhan <54766411+vedpatwardhan@users.noreply.github.com>
Co-authored-by: David Manouchehri <david.manouchehri@ai.moda>
* fix(factory.py): correctly handle content in tool block
---------
Co-authored-by: Ved Patwardhan <54766411+vedpatwardhan@users.noreply.github.com>
Co-authored-by: David Manouchehri <david.manouchehri@ai.moda>
* 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>
---------
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>
* nvidia nim support embedding config
* add nvidia config in init
* nvidia nim embeddings
* docs nvidia nim embeddings
* docs embeddings on nvidia nim
* fix llm translation test
* init litellm langfuse / gcs credentials in litellm logging obj
* add gcs key based test
* rename vars
* save standard_callback_dynamic_params in model call details
* add working gcs bucket key based logging
* test_basic_gcs_logging_per_request
* linting fix
* add doc on gcs bucket team based logging
* use vertex llm as base class for embeddings
* use correct vertex class in main.py
* set_headers in vertex llm base
* add types for vertex embedding requests
* add embedding handler for vertex
* use async mode for vertex embedding tests
* use vertexAI textEmbeddingConfig
* fix linting
* add sync and async mode testing for vertex ai embeddings
* add basic load test
* add vertex ai load test on ci cd
* feat(together_ai/completion): handle together ai completion calls
* fix: handle list of int / list of list of int for text completion calls
* fix(utils.py): check if base model in bedrock converse model list
Fixes https://github.com/BerriAI/litellm/issues/6003
* test(test_optional_params.py): add unit tests for bedrock optional param mapping
Fixes https://github.com/BerriAI/litellm/issues/6003
* feat(utils.py): enable passing dummy tool call for anthropic/bedrock calls if tool_use blocks exist
Fixes https://github.com/BerriAI/litellm/issues/5388
* fixed an issue with tool use of claude models with anthropic and bedrock (#6013)
* fix(utils.py): handle empty schema for anthropic/bedrock
Fixes https://github.com/BerriAI/litellm/issues/6012
* fix: fix linting errors
* fix: fix linting errors
* fix: fix linting errors
* fix(proxy_cli.py): fix import route for app + health checks path (#6026)
* (testing): Enable testing us.anthropic.claude-3-haiku-20240307-v1:0. (#6018)
* fix(proxy_cli.py): fix import route for app + health checks gettsburg.wav
Fixes https://github.com/BerriAI/litellm/issues/5999
---------
Co-authored-by: David Manouchehri <david.manouchehri@ai.moda>
---------
Co-authored-by: Ved Patwardhan <54766411+vedpatwardhan@users.noreply.github.com>
Co-authored-by: David Manouchehri <david.manouchehri@ai.moda>
