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langchain/libs/community/langchain_community/vectorstores
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Rohan Aggarwal 8021d2a2ab
community[minor]: Oraclevs integration (#21123) 
Thank you for contributing to LangChain!

- Oracle AI Vector Search 
Oracle AI Vector Search is designed for Artificial Intelligence (AI)
workloads that allows you to query data based on semantics, rather than
keywords. One of the biggest benefit of Oracle AI Vector Search is that
semantic search on unstructured data can be combined with relational
search on business data in one single system. This is not only powerful
but also significantly more effective because you don't need to add a
specialized vector database, eliminating the pain of data fragmentation
between multiple systems.


- Oracle AI Vector Search is designed for Artificial Intelligence (AI)
workloads that allows you to query data based on semantics, rather than
keywords. One of the biggest benefit of Oracle AI Vector Search is that
semantic search on unstructured data can be combined with relational
search on business data in one single system. This is not only powerful
but also significantly more effective because you don't need to add a
specialized vector database, eliminating the pain of data fragmentation
between multiple systems.
This Pull Requests Adds the following functionalities
Oracle AI Vector Search : Vector Store
Oracle AI Vector Search : Document Loader
Oracle AI Vector Search : Document Splitter
Oracle AI Vector Search : Summary
Oracle AI Vector Search : Oracle Embeddings


- We have added unit tests and have our own local unit test suite which
verifies all the code is correct. We have made sure to add guides for
each of the components and one end to end guide that shows how the
entire thing runs.


- We have made sure that make format and make lint run clean.

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: skmishraoracle <shailendra.mishra@oracle.com>
Co-authored-by: hroyofc <harichandan.roy@oracle.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-05-04 03:15:35 +00:00
..
docarray community[patch]: docarray requires hnsw installation (#19416) 2024-03-22 22:39:07 +00:00
redis community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
__init__.py community[minor]: Oraclevs integration (#21123) 2024-05-04 03:15:35 +00:00
alibabacloud_opensearch.py infra: add -p to mkdir in lint steps (#17013) 2024-02-05 11:22:06 -08:00
analyticdb.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
annoy.py community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696) 2024-03-06 16:43:01 -05:00
apache_doris.py comminuty[patch]:Fix Error in apache doris insert (#19989) 2024-04-18 16:34:32 -04:00
astradb.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 2024-05-03 14:29:36 -04:00
atlas.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
awadb.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
azure_cosmos_db.py community[patch]: Fixing some caching issues for AzureCosmosDBSemanticCache (#18884) 2024-03-25 19:06:17 -07:00
azuresearch.py community[patch]: add delete() method to AzureSearch vector store (#21127) 2024-04-30 23:46:18 +00:00
bagel.py community[patch]: update package name to bagelML (#19948) 2024-05-01 01:17:33 -04:00
bageldb.py community[patch]: update package name to bagelML (#19948) 2024-05-01 01:17:33 -04:00
baiducloud_vector_search.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
baiduvectordb.py community[patch]: fix bugs in baiduvectordb as vectorstore (#19380) 2024-03-22 17:03:59 -07:00
bigquery_vector_search.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 2024-05-03 14:29:36 -04:00
cassandra.py docs: community docstring updates (#21040) 2024-04-29 17:40:23 -04:00
chroma.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
clarifai.py community[patch] : Tidy up and update Clarifai SDK functions (#18314) 2024-03-07 19:47:44 -08:00
clickhouse.py Community patch clickhouse make it possible to not specify index (#20460) 2024-04-22 10:46:37 -07:00
couchbase.py community: add Couchbase Vector Store (#18994) 2024-03-19 12:39:51 -07:00
dashvector.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
databricks_vector_search.py community[minor]: Add mmr and similarity_score_threshold retrieval to DatabricksVectorSearch (#16829) 2024-02-12 12:51:37 -08:00
deeplake.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
dingo.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
documentdb.py community[minor]: Add DocumentDBVectorSearch VectorStore (#17757) 2024-03-06 15:11:34 -08:00
duckdb.py community[minor]: Add DuckDB as a vectorstore (#18916) 2024-03-25 07:02:35 +00:00
ecloud_vector_search.py community[minor]: integrate China Mobile Ecloud vector search (#15298) 2024-03-27 23:02:40 +00:00
elastic_vector_search.py elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506) 2024-03-06 15:09:12 -08:00
elasticsearch.py elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506) 2024-03-06 15:09:12 -08:00
epsilla.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
faiss.py commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092) 2024-03-11 22:33:03 -07:00
hanavector.py community[patch]: Advanced filtering for HANA Cloud Vector Engine (#20821) 2024-04-24 13:47:27 -07:00
hippo.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
hologres.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
infinispanvs.py community: VectorStore Infinispan, adding autoconfiguration (#18967) 2024-03-18 21:33:45 -07:00
inmemory.py community[minor]: Add InMemoryVectorStore (#19326) 2024-03-20 10:21:07 -04:00
jaguar.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
kdbai.py community: vectorstores.kdbai - Added support for when no docs are present (#18103) 2024-02-26 12:47:06 -08:00
kinetica.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
lancedb.py community[patch]: Update lancedb.py (#21192) 2024-05-02 17:06:39 +00:00
lantern.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
llm_rails.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
marqo.py infra: add print rule to ruff (#16221) 2024-02-09 16:13:30 -08:00
matching_engine.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 2024-05-03 14:29:36 -04:00
meilisearch.py community[patch]: update for compatibility with latest Meilisearch version (#18970) 2024-03-27 22:08:27 +00:00
milvus.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
momento_vector_index.py community[patch]: support momento vector index filter expressions (#14978) 2023-12-20 19:11:43 -08:00
mongodb_atlas.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 2024-05-03 14:29:36 -04:00
myscale.py community: fix myscale delete function bug (#15675) 2024-01-08 12:26:29 -08:00
neo4j_vector.py community[patch]: Support passing graph object to Neo4j integrations (#20876) 2024-04-25 11:30:22 -07:00
nucliadb.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
opensearch_vector_search.py community[patch]: Add OpenSearch as semantic cache (#20254) 2024-04-27 00:20:24 +00:00
oraclevs.py community[minor]: Oraclevs integration (#21123) 2024-05-04 03:15:35 +00:00
pathway.py docs: remove repetitive words (#21058) 2024-05-01 01:10:42 +00:00
pgembedding.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
pgvecto_rs.py infra: add -p to mkdir in lint steps (#17013) 2024-02-05 11:22:06 -08:00
pgvector.py community[patch]: Fix pgvector deprecated filter clause usage with OR and AND conditions (#20446) 2024-04-16 14:08:07 +00:00
pinecone.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 2024-05-03 14:29:36 -04:00
qdrant.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
relyt.py community[minor]: Add relyt vector database (#20316) 2024-04-25 19:49:29 +00:00
rocksetdb.py community[patch]: mmr search for Rockset vectorstore integration (#16908) 2024-03-29 18:45:22 +00:00
scann.py community[major]: breaking change in some APIs to force users to opt-in for pickling (#18696) 2024-03-06 16:43:01 -05:00
semadb.py infra: add print rule to ruff (#16221) 2024-02-09 16:13:30 -08:00
singlestoredb.py community[patch]: add hybrid search to singlestoredb vectorstore (#20793) 2024-04-24 21:34:50 +00:00
sklearn.py community[patch]: docstrings update (#20301) 2024-04-11 16:23:27 -04:00
sqlitevss.py community[patch]: docstrings update (#20301) 2024-04-11 16:23:27 -04:00
starrocks.py infra: add print rule to ruff (#16221) 2024-02-09 16:13:30 -08:00
supabase.py Support score_threshold in SupabaseVectorStore similarity search (#14439) 2024-01-02 16:47:05 -08:00
surrealdb.py community[patch]: surrealdb handle for empty metadata and allow collection names with complex characters (#17374) 2024-03-29 01:04:27 +00:00
tair.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
tencentvectordb.py docs: community docstring updates (#21040) 2024-04-29 17:40:23 -04:00
thirdai_neuraldb.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
tidb_vector.py community[patch]: docstrings update (#20301) 2024-04-11 16:23:27 -04:00
tigris.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
tiledb.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
timescalevector.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
typesense.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
upstash.py community[minor]: Add support for Upstash Vector (#20824) 2024-04-29 17:25:01 -04:00
usearch.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
utils.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
vald.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
vdms.py community[patch]: Use uuid4 not uuid1 (#20487) 2024-04-16 09:40:44 -04:00
vearch.py community[minor]: import fix (#20995) 2024-04-29 10:32:50 -04:00
vectara.py community[patch]: docstrings update (#20301) 2024-04-11 16:23:27 -04:00
vespa.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
vikingdb.py community[patch]: Modify the text field type and add new exception handling (#20116) 2024-04-29 20:06:00 -04:00
vlite.py community[minor]: Added VLite as VectorStore (#20245) 2024-04-17 01:24:38 +00:00
weaviate.py community: Fixed schema discrepancy in from_texts function for weaviate vectorstore (#16693) 2024-01-28 16:53:31 -08:00
xata.py multiple: Remove unnecessary Ruff suppression comments (#21050) 2024-04-30 17:13:48 +00:00
yellowbrick.py community[patch]: docstrings update (#20301) 2024-04-11 16:23:27 -04:00
zep.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 2023-12-11 13:53:30 -08:00
zilliz.py community[patch]: Milvus supports add & delete texts by ids (#16256) 2024-01-29 11:19:50 -08:00