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3852fc96c1
* Implement fix for thinking_blocks and converse API calls This fixes Claude's models via the Converse API, which should also fix Claude Code. * Add thinking literal * Fix mypy issues * Type fix for redacted thinking * Add voyage model integration in sagemaker * Add config file logic * Use already exiting voyage transformation * refactor code as per comments * fix merge error * refactor code as per comments * refactor code as per comments * UI new build * [Fix] router - regression when adding/removing models (#15451) * fix(router): update model_name_to_deployment_indices on deployment removal When a deployment is deleted, the model_name_to_deployment_indices map was not being updated, causing stale index references. This could lead to incorrect routing behavior when deployments with the same model_name were dynamically removed. Changes: - Update _update_deployment_indices_after_removal to maintain model_name_to_deployment_indices mapping - Remove deleted indices and decrement indices greater than removed index - Clean up empty entries when no deployments remain for a model name - Update test to verify proper index shifting and cleanup behavior * fix(router): remove redundant index building during initialization Remove duplicate index building operations that were causing unnecessary work during router initialization: 1. Removed redundant `_build_model_id_to_deployment_index_map` call in __init__ - `set_model_list` already builds all indices from scratch 2. Removed redundant `_build_model_name_index` call at end of `set_model_list` - the index is already built incrementally via `_create_deployment` -> `_add_model_to_list_and_index_map` Both indices (model_id_to_deployment_index_map and model_name_to_deployment_indices) are properly maintained as lookup indexes through existing helper methods. This change eliminates O(N) duplicate work during initialization without any behavioral changes. The indices continue to be correctly synchronized with model_list on all operations (add/remove/upsert). * fix(prometheus): Fix Prometheus metric collection in a multi-workers environment (#14929) Co-authored-by: sotazhang <sotazhang@tencent.com> * Add tiered pricing and cost calculation for xai * Use generic cost calculator * Resolve conflicts in generated HTML files * Remove penalty params as supported params for gemini preview model (#15503) * fix conversion of thinking block * add application level encryption in SQS (#15512) * docs: fix doc * docs(index.md): bump rc * [Fix] GEMINI - CLI - add google_routes to llm_api_routes (#15500) * fix: add google_routes to llm_api_routes * test: test_virtual_key_llm_api_routes_allows_google_routes * build: bump version * bump: version 1.78.0 → 1.78.1 * add application level encryption in SQS * add application level encryption in SQS --------- Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com> Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com> Co-authored-by: deepanshu <deepanshu.lulla@hq.bill.com> * [Feat] Bedrock Knowledgebase - return search_response when using /chat/completions API with LiteLLM (#15509) * docs: fix doc * docs(index.md): bump rc * [Fix] GEMINI - CLI - add google_routes to llm_api_routes (#15500) * fix: add google_routes to llm_api_routes * test: test_virtual_key_llm_api_routes_allows_google_routes * add AnthropicCitation * fix async_post_call_success_deployment_hook * fix add vector_store_custom_logger to global callbacks * test_e2e_bedrock_knowledgebase_retrieval_with_llm_api_call * async_post_call_success_deployment_hook * add async_post_call_streaming_deployment_hook * async def test_e2e_bedrock_knowledgebase_retrieval_with_llm_api_call_streaming(setup_vector_store_registry): * fix _call_post_streaming_deployment_hook * fix async_post_call_streaming_deployment_hook * test update * docs: Accessing Search Results * docs KB * fix chatUI * fix searchResults * fix onSearchResults * fix kb --------- Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com> * [Feat] Add dynamic rate limits on LiteLLM Gateway (#15518) * docs: fix doc * docs(index.md): bump rc * [Fix] GEMINI - CLI - add google_routes to llm_api_routes (#15500) * fix: add google_routes to llm_api_routes * test: test_virtual_key_llm_api_routes_allows_google_routes * build: bump version * bump: version 1.78.0 → 1.78.1 * fix: KeyRequestBase * fix rpm_limit_type * fix dynamic rate limits * fix use dynamic limits here * fix _should_enforce_rate_limit * fix _should_enforce_rate_limit * fix counter * test_dynamic_rate_limiting_v3 * use _create_rate_limit_descriptors --------- Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com> * Add google rerank endpoint * Add docs * fix mypy error * fix mypy and lint errors * Add haiku 4.5 integration * Add haiku 4.5 integration for other regions as well * Handle citation field correctly * Fix filtering headers for signature calcs * Add haiku 4.5 integration (#15650) --------- Co-authored-by: Leslie Cheng <leslie.cheng5@gmail.com> Co-authored-by: Sameer Kankute <sameer@berri.ai> Co-authored-by: Alexsander Hamir <alexsanderhamirgomesbaptista@gmail.com> Co-authored-by: Lucas <10226902+LoadingZhang@users.noreply.github.com> Co-authored-by: sotazhang <sotazhang@tencent.com> Co-authored-by: Deepanshu Lulla <deepanshu.lulla@gmail.com> Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com> Co-authored-by: deepanshu <deepanshu.lulla@hq.bill.com> |
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|---|---|---|
| .. | ||
| caching | ||
| completion_extras/litellm_responses_transformation | ||
| enterprise/enterprise_callbacks | ||
| experimental_mcp_client | ||
| google_genai | ||
| integrations | ||
| litellm_core_utils | ||
| llms | ||
| passthrough | ||
| proxy | ||
| responses | ||
| router_strategy | ||
| router_utils | ||
| secret_managers | ||
| types | ||
| vector_stores | ||
| __init__.py | ||
| conftest.py | ||
| log.txt | ||
| readme.md | ||
| test_acompletion_session_reuse_e2e.py | ||
| test_aembedding_session_reuse_e2e.py | ||
| test_constants.py | ||
| test_cost_calculation_log_level.py | ||
| test_cost_calculator.py | ||
| test_exception_mapping_request_attribute.py | ||
| test_groq_streaming_encoding.py | ||
| test_logging.py | ||
| test_lowest_latency_zero_tokens.py | ||
| test_main.py | ||
| test_redis.py | ||
| test_router.py | ||
| test_router_google_genai.py | ||
| test_shared_session_integration.py | ||
| test_system_message_format_bug.py | ||
| test_utils.py | ||
| test_uuid_helper.py | ||
Testing for litellm/
This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.
The point of this is to:
- Increase test coverage of
litellm/ - Make it easy for contributors to add tests for the
litellm/package and easily run tests without needing LLM API keys.
File name conventions
litellm/proxy/test_caching_routes.pymaps tolitellm/proxy/caching_routes.pytest_<filename>.pymaps tolitellm/<filename>.py