vectorstores.docarray.hnsw.DocArrayHnswSearch(...)
HnswLib storage using DocArray package.
vectorstores.docarray.in_memory.DocArrayInMemorySearch(...)
In-memory DocArray storage for exact search.
vectorstores.elastic_vector_search.ElasticKnnSearch(...)
[Deprecated]  [DEPRECATED] Elasticsearch with k-nearest neighbor search (k-NN) vector store.
vectorstores.elastic_vector_search.ElasticVectorSearch(...)
ElasticVectorSearch uses the brute force method of searching on vectors.
vectorstores.elasticsearch.ApproxRetrievalStrategy([...])
Approximate retrieval strategy using the HNSW algorithm.
vectorstores.elasticsearch.BaseRetrievalStrategy()
Base class for Elasticsearch retrieval strategies.
vectorstores.elasticsearch.ElasticsearchStore(...)
Elasticsearch vector store.
vectorstores.elasticsearch.ExactRetrievalStrategy()
Exact retrieval strategy using the script_score query.
vectorstores.elasticsearch.SparseRetrievalStrategy([...])
Sparse retrieval strategy using the text_expansion processor.
vectorstores.epsilla.Epsilla(client, embeddings)
Wrapper around Epsilla vector database.
vectorstores.faiss.FAISS(embedding_function, ...)
Meta Faiss vector store.
vectorstores.hippo.Hippo(embedding_function)
Hippo vector store.
vectorstores.hologres.Hologres(...[, ndims, ...])
Hologres API vector store.
vectorstores.lancedb.LanceDB(connection, ...)
LanceDB vector store.
vectorstores.llm_rails.LLMRails([...])
Implementation of Vector Store using LLMRails.
vectorstores.llm_rails.LLMRailsRetriever
Retriever for LLMRails.
vectorstores.marqo.Marqo(client, index_name)
Marqo vector store.
vectorstores.matching_engine.MatchingEngine(...)