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9 Commits

Author SHA1 Message Date
Ishaan Jaff 2bb8048864 [Feat] Add OpenAI Search Vector Store Operation (#12018) 
* add BaseVectorStoreTransformation

* fix BaseVectorStoreTransformation

* add OpenAIVectorStoreTransformation

* fix transform

* add search, asearch vector stores

* add skeleton for vector store searching

* fix VectorStoreSearchOptionalRequestParams

* fix VectorStoreRequestUtils

* fix litellm.asearch/litellm.search

* fix BaseVectorStoreConfig

* add vector_store_search_handler to llm http handler

* use llm http handler for searching vector stores

* fix base vector store config

* fix vector_store_search_handler

* async_vector_store_search_handler

* add conftest

* add BaseVectorStoreTest

* move litellm.integrations.vector_store_integrations

* fix working OAI OpenAIVectorStoreConfig

* add Search vector store

* add OpenAI Vector Stores
 2025-06-24 15:52:43 -07:00
Ishaan Jaff 23627d6a26 [Fix] [Bug]: Knowledge Base Call returning error (#11467) 
* fix:get_and_pop_recognised_vector_store_tools

* test: tools wwith vector stores

* test - bedrock kb tools

* fix: add clear comment

* fix: vector store tools
 2025-06-05 18:24:36 -07:00
Krrish Dholakia 2fe0a2750b test: ensure aws region correctly set 2025-06-03 20:58:21 -07:00
Ishaan Jaff 41a2a62511 fix: bedrock kb test 2025-06-03 11:55:41 -07:00
Ishaan Jaff a37e4cb0b8 fix typo (#10535) 2025-05-03 11:39:40 -07:00
Ishaan Jaff 988e20aa36 [QA] Bedrock Vector Stores Integration - Allow using with registry + in OpenAI API spec with tools (#10516) 
* refactor KB implementation to use central registry

* allow passing tools when making KB calls

* test fixes

* linting fix

* fix kb tests

* QA for KB stored in DB

* fix, use litellm_credential_name when adding KB on litellm UI

* QA list endpoint vector stores

* allow using UI creds with KBs
 2025-05-03 08:30:38 -07:00
Ishaan Jaff 28cb7cc0ed [Feat] KnowledgeBase/Vector Store - Log StandardLoggingVectorStoreRequest for requests made when a vector store is used (#10509) 
* ensure vector store results are logged in SLP

* fix tests

* fix tests with vector_store_request_metadata

* fix linting
 2025-05-02 13:43:20 -07:00
Ishaan Jaff be885e4a17 [Feat] Vector Stores/KnowledgeBases - Allow defining Vector Store Configs (#10448) 
* init vector store configs

* working kb init

* add vector store endpoints

* use litellm_credential_name

* working CRUD vector stores litellm

* working creds with vector DB

* ui cleanup

* clean up vector store id

* fix delete button

* refactored vector store component

* working selector for KBs

* ui vector stores

* add vector store tool calls usage on chat ui

* fixes for vector stores litellm

* test fix

* docs Knowledge Bases

* fixes for vector stores litellm

* fix linting

* add managed vectorstores

* fix orjson ci/cd test

* fix linting

* add types.tsx file
 2025-04-30 21:49:59 -07:00
Ishaan Jaff f30871ef13 [Feat] Add support for using Bedrock Knowledge Bases with LiteLLM /chat/completions requests (#10413) 
* add make_bedrock_kb_retrieve_request

* working bedrock KB hook

* working bedrock KB hook

* test_openai_with_knowledge_base_mock_openai

* fix linting

* fix BedrockKnowledgeBaseHook

* docs using bedrock kb with litellm

* docs kb with litellm

* fix bedrock kb test

* DynamicPromptManagementParamLiteral

* fix _should_run_prompt_management_hooks_without_prompt_id

* test_init_custom_logger_compatible_class_as_callback
 2025-04-29 17:29:02 -07:00