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Marlene 2f03bc397e Community: Updating Azure Retriever and Docs to be Azure AI Search instead of Azure Cognitive Search (#19925) ... Last year Microsoft [changed the name](https://learn.microsoft.com/en-us/azure/search/search-what-is-azure-search) of Azure Cognitive Search to Azure AI Search. This PR updates the Langchain Azure Retriever API and it's associated docs to reflect this change. It may be confusing for users to see the name Cognitive here and AI in the Microsoft documentation which is why this is needed. I've also added a more detailed example to the Azure retriever doc page. There are more places that need a similar update but I'm breaking it up so the PRs are not too big 😄 Fixing my errors from the previous PR. Twitter: @marlene_zw Two new tests added to test backward compatibility in `libs/community/tests/integration_tests/retrievers/test_azure_cognitive_search.py` --------- Co-authored-by: Chester Curme <chester.curme@gmail.com>		5 months ago
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__init__.py	Community: Updating Azure Retriever and Docs to be Azure AI Search instead of Azure Cognitive Search (#19925)	5 months ago
arcee.py	community[patch]: docstrings (#16810)	7 months ago
arxiv.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
azure_ai_search.py	Community: Updating Azure Retriever and Docs to be Azure AI Search instead of Azure Cognitive Search (#19925)	5 months ago
bedrock.py	docs: docstrings `langchain_community` update (#14889)	9 months ago
bm25.py	Community[Patch] Remove docs form bm25 repr (#16110)	8 months ago
breebs.py	community[minor]: Breebs docs retriever (#16578)	7 months ago
chaindesk.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
chatgpt_plugin_retriever.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
cohere_rag_retriever.py	cohere[patch]: add cohere as a partner package (#19049)	6 months ago
databerry.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
docarray.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
dria_index.py	community[minor]: Add Dria retriever (#17098)	6 months ago
elastic_search_bm25.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
embedchain.py	community[patch]: Fixing embedchain document mapping (#18255)	7 months ago
google_cloud_documentai_warehouse.py	deprecating integrations moved to langchain_google_community (#19841)	5 months ago
google_vertex_ai_search.py	community[patch]: add attribution_token within GoogleVertexAISearchRetriever (#18520)	6 months ago
kay.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
kendra.py	community[patch]: Added support for filter out AWS Kendra search by score confidence (#12920)	6 months ago
knn.py	community[patch]: Added missing from_documents method to KNNRetriever. (#18411)	6 months ago
llama_index.py	community[patch]: removing "response_mode" parameter in llama_index retriever (#18180)	7 months ago
metal.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
milvus.py	community: add collection_properties parameter to Milvus (#15788)	8 months ago
outline.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
pinecone_hybrid_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
pubmed.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
pupmed.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
qdrant_sparse_vector_retriever.py	community[patch]: Correct the calling to collection_name in qdrant (#16920)	7 months ago
remote_retriever.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
svm.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
tavily_search_api.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
tfidf.py	community[patch]: Patch tdidf retriever (CVE-2024-2057) (#18695)	6 months ago
vespa_retriever.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
weaviate_hybrid_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
wikipedia.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
you.py	community: Add you.com tool, add async to retriever, add async testing, add You tool doc (#18032)	6 months ago
zep.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
zilliz.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago