You cannot select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

Tymofii 0bec1f6877 commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092) ... **Description:** Refactor code of FAISS vectorcstore and update the related documentation. Details: - replace `.format()` with f-strings for strings formatting; - refactor definition of a filtering function to make code more readable and more flexible; - slightly improve efficiency of `max_marginal_relevance_search_with_score_by_vector` method by removing unnecessary looping over the same elements; - slightly improve efficiency of `delete` method by using set data structure for checking if the element was already deleted; **Issue:** fix small inconsistency in the documentation (the old example was incorrect and unappliable to faiss vectorstore) **Dependencies:** basic langchain-community dependencies and `faiss` (for CPU or for GPU) **Twitter handle:** antonenkodev		6 months ago
..
docarray	community[patch]: make metadata and text optional as expected in DocArray (#18678)	6 months ago
redis	community[patch]: the syntax error for Redis generated query (#17717)	6 months ago
__init__.py	community[minor]: Add Initial Support for TiDB Vector Store (#15796)	6 months ago
alibabacloud_opensearch.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
analyticdb.py	infra: add print rule to ruff (#16221)	7 months ago
annoy.py	community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696)	6 months ago
apache_doris.py	community[minor]: Add Apache Doris as vector store (#17527)	7 months ago
astradb.py	community: Fix deprecation version of AstraDB VectorStore (#17991)	6 months ago
atlas.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
awadb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
azure_cosmos_db.py	community[minor]: Adding Azure Cosmos Mongo vCore Vector DB Cache (#16856)	6 months ago
azuresearch.py	community[patch]: Update azuresearch vectorstore from_texts() method to include fields argument (#17661)	6 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)	9 months ago
bigquery_vector_search.py	community[patch]: BigQueryVectorSearch JSON type unsupported for metadatas (#18234)	6 months ago
cassandra.py	community[patch]: Use newer MetadataVectorCassandraTable in Cassandra vector store (#15987)	8 months ago
chroma.py	community[patch]: Chroma use uuid4 instead of uuid1 to generate random ids (#18723)	6 months ago
clarifai.py	community[patch] : Tidy up and update Clarifai SDK functions (#18314)	6 months ago
clickhouse.py	community: make `SET allow_experimental_[engine]_index` configurabe in vectorstores.clickhouse (#18107)	7 months ago
dashvector.py	community[patch]: fix dashvector endpoint params error (#14484)	9 months ago
databricks_vector_search.py	community[minor]: Add mmr and similarity_score_threshold retrieval to DatabricksVectorSearch (#16829)	7 months ago
deeplake.py	community[patch]: fix, better error message in deeplake vectoriser (#18397)	6 months ago
dingo.py	community[patch], langchain[minor]: Add retriever self_query and score_threshold in DingoDB (#18106)	6 months ago
documentdb.py	community[minor]: Add DocumentDBVectorSearch VectorStore (#17757)	6 months ago
elastic_vector_search.py	elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506)	6 months ago
elasticsearch.py	elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506)	6 months ago
epsilla.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
faiss.py	commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092)	6 months ago
hanavector.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
hippo.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
hologres.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
infinispanvs.py	community[minor]: Adding support for Infinispan as VectorStore (#17861)	6 months ago
jaguar.py	infra: add print rule to ruff (#16221)	7 months ago
kdbai.py	community: vectorstores.kdbai - Added support for when no docs are present (#18103)	7 months ago
kinetica.py	Langchain vectorstore integration with Kinetica (#18102)	7 months ago
lancedb.py	community[patch]: LanceDB integration improvements/fixes (#16173)	7 months ago
lantern.py	community[patch]: docstrings (#16810)	7 months ago
llm_rails.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
marqo.py	infra: add print rule to ruff (#16221)	7 months ago
matching_engine.py	marked MatchingEngine as deprecated (#18585)	6 months ago
meilisearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
milvus.py	community[patch]: Return PK in similarity search Document (#17561)	7 months ago
momento_vector_index.py	community[patch]: support momento vector index filter expressions (#14978)	9 months ago
mongodb_atlas.py	community[patch]: Fix MongoDBAtlasVectorSearch max_marginal_relevance_search (#17971)	6 months ago
myscale.py	community: fix myscale delete function bug (#15675)	8 months ago
neo4j_vector.py	Switch to md5 for deduplication in neo4j integrations (#18846)	6 months ago
nucliadb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
opensearch_vector_search.py	community[patch]: Opensearch delete method added - indexing supported (#18522)	6 months ago
pgembedding.py	infra: add print rule to ruff (#16221)	7 months ago
pgvecto_rs.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
pgvector.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
pinecone.py	pinecone[patch], docs: PineconeVectorStore, release 0.0.3 (#17896)	7 months ago
qdrant.py	community[patch]: Correct the calling to collection_name in qdrant (#16920)	7 months ago
rocksetdb.py	community[patch]: update copy of metadata in rockset vectorstore integration (#17612)	7 months ago
scann.py	community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696)	6 months ago
semadb.py	infra: add print rule to ruff (#16221)	7 months ago
singlestoredb.py	community[patch]: Added add_images method to SingleStoreDB vector store (#17871)	7 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)	9 months ago
starrocks.py	infra: add print rule to ruff (#16221)	7 months ago
supabase.py	Support `score_threshold` in SupabaseVectorStore similarity search (#14439)	8 months ago
surrealdb.py	community[patch]: bug fix - add empty metadata when metadata not provided (#17669)	7 months ago
tair.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
tencentvectordb.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
thirdai_neuraldb.py	community[patch]: fix lint (#17984)	7 months ago
tidb_vector.py	community[minor]: Add Initial Support for TiDB Vector Store (#15796)	6 months ago
tigris.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
tiledb.py	community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696)	6 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)	9 months ago
usearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
utils.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
vald.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
vearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
vectara.py	infra: add print rule to ruff (#16221)	7 months ago
vespa.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
vikngdb.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
weaviate.py	community: Fixed schema discrepancy in from_texts function for weaviate vectorstore (#16693)	7 months ago
xata.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
yellowbrick.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
zep.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
zilliz.py	community[patch]: Milvus supports add & delete texts by ids (#16256)	7 months ago