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community: CrateDB: Vector Store #27710

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community: CrateDB: Vector Store #27710

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0457744
CrateDB: Vector Store
amotl Oct 29, 2024
be39c5a
CrateDB: Vector Store -- rename to CrateDBVectorStore
amotl Oct 31, 2024
7e0bc9c
CrateDB: Vector Store -- improve inline documentation
amotl Oct 31, 2024
59429fd
CrateDB: Vector Store -- make it work using CrateDB's vector_similarity
amotl Nov 1, 2024
467ee6a
CrateDB: Vector Store -- update dependencies
amotl Nov 6, 2024
09db9e4
CrateDB: Vector Store -- make _euclidean_relevance_score_fn identity f.
amotl Nov 11, 2024
4b9310e
CrateDB: Vector Store -- update docs in _euclidean_relevance_score_fn
amotl Nov 20, 2024
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2 changes: 1 addition & 1 deletion docs/docs/how_to/indexing.ipynb
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Expand Up @@ -60,7 +60,7 @@
" * document addition by id (`add_documents` method with `ids` argument)\n",
" * delete by id (`delete` method with `ids` argument)\n",
"\n",
"Compatible Vectorstores: `Aerospike`, `AnalyticDB`, `AstraDB`, `AwaDB`, `AzureCosmosDBNoSqlVectorSearch`, `AzureCosmosDBVectorSearch`, `Bagel`, `Cassandra`, `Chroma`, `CouchbaseVectorStore`, `DashVector`, `DatabricksVectorSearch`, `DeepLake`, `Dingo`, `ElasticVectorSearch`, `ElasticsearchStore`, `FAISS`, `HanaDB`, `Milvus`, `MongoDBAtlasVectorSearch`, `MyScale`, `OpenSearchVectorSearch`, `PGVector`, `Pinecone`, `Qdrant`, `Redis`, `Rockset`, `ScaNN`, `SingleStoreDB`, `SupabaseVectorStore`, `SurrealDBStore`, `TimescaleVector`, `Vald`, `VDMS`, `Vearch`, `VespaStore`, `Weaviate`, `Yellowbrick`, `ZepVectorStore`, `TencentVectorDB`, `OpenSearchVectorSearch`.\n",
"Compatible Vectorstores: `Aerospike`, `AnalyticDB`, `AstraDB`, `AwaDB`, `AzureCosmosDBNoSqlVectorSearch`, `AzureCosmosDBVectorSearch`, `Bagel`, `Cassandra`, `Chroma`, `CouchbaseVectorStore`, `CrateDBVectorStore`, `DashVector`, `DatabricksVectorSearch`, `DeepLake`, `Dingo`, `ElasticVectorSearch`, `ElasticsearchStore`, `FAISS`, `HanaDB`, `Milvus`, `MongoDBAtlasVectorSearch`, `MyScale`, `OpenSearchVectorSearch`, `PGVector`, `Pinecone`, `Qdrant`, `Redis`, `Rockset`, `ScaNN`, `SingleStoreDB`, `SupabaseVectorStore`, `SurrealDBStore`, `TimescaleVector`, `Vald`, `VDMS`, `Vearch`, `VespaStore`, `Weaviate`, `Yellowbrick`, `ZepVectorStore`, `TencentVectorDB`, `OpenSearchVectorSearch`.\n",
" \n",
"## Caution\n",
"\n",
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1 change: 1 addition & 0 deletions libs/community/extended_testing_deps.txt
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Expand Up @@ -77,6 +77,7 @@ requests-toolbelt>=1.0.0,<2
rspace_client>=2.5.0,<3
scikit-learn>=1.2.2,<2
simsimd>=5.0.0,<6
sqlalchemy-cratedb>=0.40.1,<1
sqlite-vss>=0.1.2,<0.2
sqlite-vec>=0.1.0,<0.2
sseclient-py>=1.8.0,<2
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5 changes: 5 additions & 0 deletions libs/community/langchain_community/vectorstores/__init__.py
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Expand Up @@ -92,6 +92,9 @@
from langchain_community.vectorstores.couchbase import (
CouchbaseVectorStore,
)
from langchain_community.vectorstores.cratedb import (
CrateDBVectorStore,
)
from langchain_community.vectorstores.dashvector import (
DashVector,
)
Expand Down Expand Up @@ -334,6 +337,7 @@
"Clickhouse",
"ClickhouseSettings",
"CouchbaseVectorStore",
"CrateDBVectorStore",
"DashVector",
"DatabricksVectorSearch",
"DeepLake",
Expand Down Expand Up @@ -438,6 +442,7 @@
"Clickhouse": "langchain_community.vectorstores.clickhouse",
"ClickhouseSettings": "langchain_community.vectorstores.clickhouse",
"CouchbaseVectorStore": "langchain_community.vectorstores.couchbase",
"CrateDBVectorStore": "langchain_community.vectorstores.cratedb",
"DashVector": "langchain_community.vectorstores.dashvector",
"DatabricksVectorSearch": "langchain_community.vectorstores.databricks_vector_search", # noqa: E501
"DeepLake": "langchain_community.vectorstores.deeplake",
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7 changes: 7 additions & 0 deletions libs/community/langchain_community/vectorstores/cratedb/__init__.py
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@@ -0,0 +1,7 @@
from .base import CrateDBVectorStore
from .extended import CrateDBVectorStoreMultiCollection

__all__ = [
"CrateDBVectorStore",
"CrateDBVectorStoreMultiCollection",
]
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