langchain

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Jael Gu a1aa3a657c community[patch]: Milvus supports add & delete texts by ids (#16256 ) # Description To support [langchain indexing](https://python.langchain.com/docs/modules/data_connection/indexing) as requested by users, vectorstore Milvus needs to support: - document addition by id (`add_documents` method with `ids` argument) - delete by id (`delete` method with `ids` argument) Example usage: ```python from langchain.indexes import SQLRecordManager, index from langchain.schema import Document from langchain_community.vectorstores import Milvus from langchain_openai import OpenAIEmbeddings collection_name = "test_index" embedding = OpenAIEmbeddings() vectorstore = Milvus(embedding_function=embedding, collection_name=collection_name) namespace = f"milvus/{collection_name}" record_manager = SQLRecordManager( namespace, db_url="sqlite:///record_manager_cache.sql" ) record_manager.create_schema() doc1 = Document(page_content="kitty", metadata={"source": "kitty.txt"}) doc2 = Document(page_content="doggy", metadata={"source": "doggy.txt"}) index( [doc1, doc1, doc2], record_manager, vectorstore, cleanup="incremental", # None, "incremental", or "full" source_id_key="source", ) ``` # Fix issues Fix https://github.com/milvus-io/milvus/issues/30112 --------- Signed-off-by: Jael Gu <mengjia.gu@zilliz.com> Co-authored-by: Bagatur <baskaryan@gmail.com>		8 months ago
..
docarray	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463 )	10 months ago
redis	community[patch]: Add missing async similarity_distance_threshold handling in RedisVectorStoreRetriever (#16359 )	8 months ago
__init__.py	community: Added integrations for ThirdAI's NeuralDB with Retriever and VectorStore frameworks (#15280 )	8 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 )	9 months ago
bageldb.py	community[patch]: apply embedding functions during query if defined (#16646 )	8 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	community[minor]: add additional support for `BigQueryVectorSearch` (#15904 )	9 months ago
cassandra.py	community[patch]: Use newer MetadataVectorCassandraTable in Cassandra vector store (#15987 )	9 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 )	10 months ago
databricks_vector_search.py	docs: Add Databricks Vector Search example notebook (#14158 )	10 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	community[patch]: ElasticsearchStore enable max inner product (#16393 )	9 months ago
epsilla.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463 )	10 months ago
faiss.py	community[patch]: fix a bug that mistakenly handle zip iterator in FAISS.from_embeddings (#16020 )	9 months ago
hanavector.py	community[minor]: VectorStore integration for SAP HANA Cloud Vector Engine (#16514 )	8 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	community[patch]: jaguar vector store fix integer-element error when joining metadata values (#15939 )	9 months ago
kdbai.py	community[minor]: Add KDBAI vector store (#12797 )	8 months ago
lancedb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463 )	10 months ago
lantern.py	community: Added Lantern as VectorStore (#12951 )	9 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 )	10 months ago
meilisearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463 )	10 months ago
milvus.py	community[patch]: Milvus supports add & delete texts by ids (#16256 )	8 months ago
momento_vector_index.py	community[patch]: support momento vector index filter expressions (#14978 )	10 months ago
mongodb_atlas.py	community[patch]: Include scores in MongoDB Atlas QA chain results (#14666 )	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 )	10 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	community[patch]: fix typo in pgvecto_rs debug msg (#16318 )	9 months ago
pgvector.py	community[patch]: Implement vector length definition at init time in PGVector for indexing (#16133 )	9 months ago
pinecone.py	community[patch]: add vector param to index query for pinecone vec store (#16054 )	9 months ago
qdrant.py	community[patch]: implement adelete from VectorStore in Qdrant (#16005 )	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 )	10 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 )	10 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	community[minor]: Fix to match SurrealDB 0.3.2 SDK (#15996 )	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 )	10 months ago
thirdai_neuraldb.py	community: Added integrations for ThirdAI's NeuralDB with Retriever and VectorStore frameworks (#15280 )	8 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 )	10 months ago
timescalevector.py	docs: docstrings `langchain_community` update (#14889 )	10 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	template: Update Vectara templates (#15363 )	9 months ago
vespa.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463 )	10 months ago
vikngdb.py	community[minor]: add vikingdb vecstore (#15155 )	9 months ago
weaviate.py	community: Fixed schema discrepancy in from_texts function for weaviate vectorstore (#16693 )	8 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[patch]: Milvus supports add & delete texts by ids (#16256 )	8 months ago