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Mahdi Setayesh eb76f9c9fe community: Fixing a performance issue with AzureSearch to perform batch embedding (#15594) ... - **Description:** Azure Cognitive Search vector DB store performs slow embedding as it does not utilize the batch embedding functionality. This PR provide a fix to improve the performance of Azure Search class when adding documents to the vector search, - **Issue:** #11313 , - **Dependencies:** any dependencies required for this change, - **Twitter handle:** we announce bigger features on Twitter. If your PR gets announced, and you'd like a mention, we'll gladly shout you out! Please make sure your PR is passing linting and testing before submitting. Run `make format`, `make lint` and `make test` from the root of the package you've modified to check this locally. See contribution guidelines for more information on how to write/run tests, lint, etc: https://python.langchain.com/docs/contributing/ If you're adding a new integration, please include: 1. a test for the integration, preferably unit tests that do not rely on network access, 2. an example notebook showing its use. It lives in `docs/docs/integrations` directory. If no one reviews your PR within a few days, please @-mention one of @baskaryan, @eyurtsev, @hwchase17. -->		8 months ago
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docarray	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
redis	docs, experimental[patch], langchain[patch], community[patch]: update storage imports (#15429)	9 months ago
__init__.py	feat: add Google BigQueryVectorSearch in vectorstore (#14829)	9 months ago
alibabacloud_opensearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
analyticdb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
annoy.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
astradb.py	Fix AstraDB logical operator filtering (#15699)	9 months ago
atlas.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
awadb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
azure_cosmos_db.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
azuresearch.py	community: Fixing a performance issue with AzureSearch to perform batch embedding (#15594)	8 months ago
bageldb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
baiducloud_vector_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
bigquery_vector_search.py	feat: add Google BigQueryVectorSearch in vectorstore (#14829)	9 months ago
cassandra.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
chroma.py	docs, experimental[patch], langchain[patch], community[patch]: update storage imports (#15429)	9 months ago
clarifai.py	Community : Modified doc strings and example notebook for Clarifai (#15816)	9 months ago
clickhouse.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
dashvector.py	community[patch]: fix dashvector endpoint params error (#14484)	9 months ago
databricks_vector_search.py	docs: Add Databricks Vector Search example notebook (#14158)	9 months ago
deeplake.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
dingo.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
elastic_vector_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
elasticsearch.py	Improvement: Allow passing parameters to the underlying es_client. Closes: #14403 (#14435)	9 months ago
epsilla.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
faiss.py	Propagate context vars in all classes/methods	9 months ago
hippo.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
hologres.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
jaguar.py	Use args option in jaguar so it takes more options in similarity search (#15080)	9 months ago
lancedb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
llm_rails.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
marqo.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
matching_engine.py	community[patch]: Matching engine, return doc id (#14930)	9 months ago
meilisearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
milvus.py	community: Support milvus partition key. (#15740)	8 months ago
momento_vector_index.py	community[patch]: support momento vector index filter expressions (#14978)	9 months ago
mongodb_atlas.py	PR community:Removing knn beta content in mongodb atlas vectorstore (#15865)	8 months ago
myscale.py	community: fix myscale delete function bug (#15675)	9 months ago
neo4j_vector.py	Fix RRF and lucene escape characters for neo4j vector store (#14646)	9 months ago
nucliadb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
opensearch_vector_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
pgembedding.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
pgvecto_rs.py	docs: docstrings `langchain_community` update (#14889)	9 months ago
pgvector.py	community: Allow deleting by ID and collection in `pgvector` (#15627)	9 months ago
pinecone.py	<langchain_community.vectorstores>:<Fix pinecone.py __init__ docsrting instruction> (#15922)	8 months ago
qdrant.py	refactor: Qdrant async improvements (#14492)	9 months ago
rocksetdb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
scann.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
semadb.py	fix: correct spelling mistakes of "seperate, intialise, pre-defined" (#14647)	9 months ago
singlestoredb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
sklearn.py	docs: docstrings `langchain_community` update (#14889)	9 months ago
sqlitevss.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
starrocks.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
supabase.py	Support `score_threshold` in SupabaseVectorStore similarity search (#14439)	9 months ago
surrealdb.py	docs, experimental[patch], langchain[patch], community[patch]: update storage imports (#15429)	9 months ago
tair.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
tencentvectordb.py	docs: docstrings `langchain_community` update (#14889)	9 months ago
tigris.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
tiledb.py	docs: docstrings `langchain_community` update (#14889)	9 months ago
timescalevector.py	docs: docstrings `langchain_community` update (#14889)	9 months ago
typesense.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
usearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
utils.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
vald.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
vearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
vectara.py	docs, experimental[patch], langchain[patch], community[patch]: update storage imports (#15429)	9 months ago
vespa.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
weaviate.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
xata.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
yellowbrick.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
zep.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago
zilliz.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	10 months ago