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Martin Kolb 04651f0248 community[minor]: VectorStore integration for SAP HANA Cloud Vector Engine (#16514) ... - **Description:** This PR adds a VectorStore integration for SAP HANA Cloud Vector Engine, which is an upcoming feature in the SAP HANA Cloud database (https://blogs.sap.com/2023/11/02/sap-hana-clouds-vector-engine-announcement/). - **Issue:** N/A - **Dependencies:** [SAP HANA Python Client](https://pypi.org/project/hdbcli/) - **Twitter handle:** @sapopensource Implementation of the integration: `libs/community/langchain_community/vectorstores/hanavector.py` Unit tests: `libs/community/tests/unit_tests/vectorstores/test_hanavector.py` Integration tests: `libs/community/tests/integration_tests/vectorstores/test_hanavector.py` Example notebook: `docs/docs/integrations/vectorstores/hanavector.ipynb` Access credentials for execution of the integration tests can be provided to the maintainers. --------- Co-authored-by: sascha <sascha.stoll@sap.com> Co-authored-by: Bagatur <baskaryan@gmail.com>		8 months ago
..
docarray	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
redis	docs, experimental[patch], langchain[patch], community[patch]: update storage imports (#15429)	8 months ago
__init__.py	community[minor]: VectorStore integration for SAP HANA Cloud Vector Engine (#16514)	8 months ago
alibabacloud_opensearch.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
analyticdb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
annoy.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
astradb.py	Fix AstraDB logical operator filtering (#15699)	8 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[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 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)	9 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[minor]: add additional support for `BigQueryVectorSearch` (#15904)	8 months ago
cassandra.py	community[patch]: Use newer MetadataVectorCassandraTable in Cassandra vector store (#15987)	8 months ago
chroma.py	docs, experimental[patch], langchain[patch], community[patch]: update storage imports (#15429)	8 months ago
clarifai.py	Community : Modified doc strings and example notebook for Clarifai (#15816)	8 months ago
clickhouse.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 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)	9 months ago
dingo.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
elastic_vector_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
elasticsearch.py	community[patch]: ElasticsearchStore enable max inner product (#16393)	8 months ago
epsilla.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
faiss.py	community[patch]: fix a bug that mistakenly handle zip iterator in FAISS.from_embeddings (#16020)	8 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)	9 months ago
hologres.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
jaguar.py	community[patch]: jaguar vector store fix integer-element error when joining metadata values (#15939)	8 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)	9 months ago
lantern.py	community: Added Lantern as VectorStore (#12951)	8 months ago
llm_rails.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
marqo.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 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)	9 months ago
milvus.py	community: add a flag that determines whether to load the milvus collection (#15693)	8 months ago
momento_vector_index.py	community[patch]: support momento vector index filter expressions (#14978)	9 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)	8 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)	9 months ago
opensearch_vector_search.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
pgembedding.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
pgvecto_rs.py	community[patch]: fix typo in pgvecto_rs debug msg (#16318)	8 months ago
pgvector.py	community[patch]: Implement vector length definition at init time in PGVector for indexing (#16133)	8 months ago
pinecone.py	community[patch]: add vector param to index query for pinecone vec store (#16054)	8 months ago
qdrant.py	community[patch]: implement adelete from VectorStore in Qdrant (#16005)	8 months ago
rocksetdb.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
scann.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 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)	9 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	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
supabase.py	Support `score_threshold` in SupabaseVectorStore similarity search (#14439)	8 months ago
surrealdb.py	community[minor]: Fix to match SurrealDB 0.3.2 SDK (#15996)	8 months ago
tair.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 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)	9 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)	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	template: Update Vectara templates (#15363)	8 months ago
vespa.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago
vikngdb.py	community[minor]: add vikingdb vecstore (#15155)	8 months ago
weaviate.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 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[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	9 months ago