NucliaDB vector store.
vectorstores.opensearch_vector_search.OpenSearchVectorSearch(...)
Amazon OpenSearch Vector Engine vector store.
vectorstores.pgembedding.BaseModel(**kwargs)
Base model for all SQL stores.
vectorstores.pgembedding.CollectionStore(...)
Collection store.
vectorstores.pgembedding.EmbeddingStore(**kwargs)
Embedding store.
vectorstores.pgembedding.PGEmbedding(...[, ...])
Postgres with the pg_embedding extension as a vector store.
vectorstores.pgembedding.QueryResult()
Result from a query.
vectorstores.pgvector.BaseModel(**kwargs)
Base model for the SQL stores.
vectorstores.pgvector.DistanceStrategy(value)
Enumerator of the Distance strategies.
vectorstores.pgvector.PGVector(...[, ...])
Postgres/PGVector vector store.
vectorstores.pinecone.Pinecone(index, ...[, ...])
Pinecone vector store.
vectorstores.qdrant.Qdrant(client, ...[, ...])
Qdrant vector store.
vectorstores.qdrant.QdrantException
Qdrant related exceptions.
vectorstores.redis.base.Redis(redis_url, ...)
Wrapper around Redis vector database.
vectorstores.redis.base.RedisVectorStoreRetriever
Retriever for Redis VectorStore.
vectorstores.redis.filters.RedisFilter()
vectorstores.redis.filters.RedisFilterExpression([...])
A RedisFilterExpression is a logical expression of RedisFilterFields.
vectorstores.redis.filters.RedisFilterField(field)
vectorstores.redis.filters.RedisFilterOperator(value)
vectorstores.redis.filters.RedisNum(field)
A RedisFilterField representing a numeric field in a Redis index.
vectorstores.redis.filters.RedisTag(field)
A RedisTag is a RedisFilterField representing a tag in a Redis index.
vectorstores.redis.filters.RedisText(field)