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.
langchain/libs/community/langchain_community/vectorstores
Cahid Arda Öz cc6191cb90
community[minor]: Add support for Upstash Vector (#20824)
## Description

Adding `UpstashVectorStore` to utilize [Upstash
Vector](https://upstash.com/docs/vector/overall/getstarted)!

#17012 was opened to add Upstash Vector to langchain but was closed to
wait for filtering. Now filtering is added to Upstash vector and we open
a new PR. Additionally, [embedding
feature](https://upstash.com/docs/vector/features/embeddingmodels) was
added and we add this to our vectorstore aswell.

## Dependencies

[upstash-vector](https://pypi.org/project/upstash-vector/) should be
installed to use `UpstashVectorStore`. Didn't update dependencies
because of [this comment in the previous
PR](https://github.com/langchain-ai/langchain/pull/17012#pullrequestreview-1876522450).

## Tests

Tests are added and they pass. Tests are naturally network bound since
Upstash Vector is offered through an API.

There was [a discussion in the previous PR about mocking the
unittests](https://github.com/langchain-ai/langchain/pull/17012#pullrequestreview-1891820567).
We didn't make changes to this end yet. We can update the tests if you
can explain how the tests should be mocked.

---------

Co-authored-by: ytkimirti <yusuftaha9@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
3 months ago
..
docarray community[patch]: docarray requires hnsw installation (#19416) 4 months ago
redis community[minor]: import fix (#20995) 3 months ago
__init__.py community[minor]: Add support for Upstash Vector (#20824) 3 months ago
alibabacloud_opensearch.py infra: add -p to mkdir in lint steps (#17013) 6 months ago
analyticdb.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
annoy.py community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696) 5 months ago
apache_doris.py comminuty[patch]:Fix Error in apache doris insert (#19989) 4 months ago
astradb.py community: Fix deprecation version of AstraDB VectorStore (#17991) 5 months ago
atlas.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
awadb.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
azure_cosmos_db.py community[patch]: Fixing some caching issues for AzureCosmosDBSemanticCache (#18884) 4 months ago
azuresearch.py community[patch]: support hybrid search with threshold in Azure AI Search Retriever (#20907) 3 months ago
bageldb.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
baiducloud_vector_search.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
baiduvectordb.py community[patch]: fix bugs in baiduvectordb as vectorstore (#19380) 4 months ago
bigquery_vector_search.py community[patch]: deprecating remaining google_community integrations (#20471) 4 months ago
cassandra.py community[minor]: Add async methods to CassandraVectorStore (#20602) 4 months ago
chroma.py community[minor]: import fix (#20995) 3 months ago
clarifai.py community[patch] : Tidy up and update Clarifai SDK functions (#18314) 5 months ago
clickhouse.py Community patch clickhouse make it possible to not specify index (#20460) 3 months ago
couchbase.py community: add Couchbase Vector Store (#18994) 5 months ago
dashvector.py community[minor]: import fix (#20995) 3 months ago
databricks_vector_search.py community[minor]: Add mmr and similarity_score_threshold retrieval to DatabricksVectorSearch (#16829) 6 months ago
deeplake.py community[minor]: import fix (#20995) 3 months ago
dingo.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
documentdb.py community[minor]: Add DocumentDBVectorSearch VectorStore (#17757) 5 months ago
duckdb.py community[minor]: Add `DuckDB` as a vectorstore (#18916) 4 months ago
ecloud_vector_search.py community[minor]: integrate China Mobile Ecloud vector search (#15298) 4 months ago
elastic_vector_search.py elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506) 5 months ago
elasticsearch.py elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506) 5 months ago
epsilla.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
faiss.py commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092) 5 months ago
hanavector.py community[patch]: Advanced filtering for HANA Cloud Vector Engine (#20821) 3 months ago
hippo.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
hologres.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
infinispanvs.py community: VectorStore Infinispan, adding autoconfiguration (#18967) 5 months ago
inmemory.py community[minor]: Add InMemoryVectorStore (#19326) 5 months ago
jaguar.py community[minor]: import fix (#20995) 3 months ago
kdbai.py community: vectorstores.kdbai - Added support for when no docs are present (#18103) 5 months ago
kinetica.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
lancedb.py community[patch]: LanceDB integration patch update (#20686) 3 months ago
lantern.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
llm_rails.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
marqo.py infra: add print rule to ruff (#16221) 6 months ago
matching_engine.py marked MatchingEngine as deprecated (#18585) 5 months ago
meilisearch.py community[patch]: update for compatibility with latest Meilisearch version (#18970) 4 months ago
milvus.py community[minor]: import fix (#20995) 3 months ago
momento_vector_index.py community[patch]: support momento vector index filter expressions (#14978) 8 months ago
mongodb_atlas.py community[patch]: Fix MongoDBAtlasVectorSearch max_marginal_relevance_search (#17971) 5 months ago
myscale.py community: fix myscale delete function bug (#15675) 7 months ago
neo4j_vector.py community[patch]: Support passing graph object to Neo4j integrations (#20876) 3 months ago
nucliadb.py community[minor]: import fix (#20995) 3 months ago
opensearch_vector_search.py community[patch]: Add OpenSearch as semantic cache (#20254) 3 months ago
pathway.py community[minor]: Pathway vectorstore(#14859) 4 months ago
pgembedding.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
pgvecto_rs.py infra: add -p to mkdir in lint steps (#17013) 6 months ago
pgvector.py community[patch]: Fix pgvector deprecated filter clause usage with OR and AND conditions (#20446) 4 months ago
pinecone.py pinecone[patch], docs: PineconeVectorStore, release 0.0.3 (#17896) 5 months ago
qdrant.py community[minor]: import fix (#20995) 3 months ago
relyt.py community[minor]: Add relyt vector database (#20316) 3 months ago
rocksetdb.py community[patch]: mmr search for Rockset vectorstore integration (#16908) 4 months ago
scann.py community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696) 5 months ago
semadb.py infra: add print rule to ruff (#16221) 6 months ago
singlestoredb.py community[patch]: add hybrid search to singlestoredb vectorstore (#20793) 3 months ago
sklearn.py community[patch]: docstrings update (#20301) 4 months ago
sqlitevss.py community[patch]: docstrings update (#20301) 4 months ago
starrocks.py infra: add print rule to ruff (#16221) 6 months ago
supabase.py Support `score_threshold` in SupabaseVectorStore similarity search (#14439) 7 months ago
surrealdb.py community[patch]: surrealdb handle for empty metadata and allow collection names with complex characters (#17374) 4 months ago
tair.py community[minor]: import fix (#20995) 3 months ago
tencentvectordb.py core[minor], langchain[patch], community[patch]: mv StructuredQuery (#20849) 3 months ago
thirdai_neuraldb.py community[minor]: import fix (#20995) 3 months ago
tidb_vector.py community[patch]: docstrings update (#20301) 4 months ago
tigris.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
tiledb.py community[minor]: import fix (#20995) 3 months ago
timescalevector.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
typesense.py community[minor]: import fix (#20995) 3 months ago
upstash.py community[minor]: Add support for Upstash Vector (#20824) 3 months ago
usearch.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
utils.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
vald.py community[minor]: import fix (#20995) 3 months ago
vdms.py community[patch]: Use uuid4 not uuid1 (#20487) 4 months ago
vearch.py community[minor]: import fix (#20995) 3 months ago
vectara.py community[patch]: docstrings update (#20301) 4 months ago
vespa.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
vikingdb.py community[minor]: import fix (#20995) 3 months ago
vlite.py community[minor]: Added VLite as VectorStore (#20245) 4 months ago
weaviate.py community: Fixed schema discrepancy in from_texts function for weaviate vectorstore (#16693) 6 months ago
xata.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
yellowbrick.py community[patch]: docstrings update (#20301) 4 months ago
zep.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 8 months ago
zilliz.py community[patch]: Milvus supports add & delete texts by ids (#16256) 6 months ago