Initialize wrapper around the Zilliz vector database.
vectorstores.tair.Tair(embedding_function, ...)
Wrapper around Tair Vector store.
vectorstores.pgembedding.BaseModel(**kwargs)
A simple constructor that allows initialization from kwargs.
vectorstores.pgembedding.CollectionStore(...)
A simple constructor that allows initialization from kwargs.
vectorstores.pgembedding.EmbeddingStore(**kwargs)
A simple constructor that allows initialization from kwargs.
vectorstores.pgembedding.PGEmbedding(...[, ...])
VectorStore implementation using Postgres and the pg_embedding extension.
vectorstores.pgembedding.QueryResult()
vectorstores.meilisearch.Meilisearch(embedding)
Initialize wrapper around Meilisearch vector database.
vectorstores.analyticdb.AnalyticDB(...[, ...])
VectorStore implementation using AnalyticDB.
vectorstores.sklearn.BaseSerializer(persist_path)
Abstract base class for saving and loading data.
vectorstores.sklearn.BsonSerializer(persist_path)
Serializes data in binary json using the bson python package.
vectorstores.sklearn.JsonSerializer(persist_path)
Serializes data in json using the json package from python standard library.
vectorstores.sklearn.ParquetSerializer(...)
Serializes data in Apache Parquet format using the pyarrow package.
vectorstores.sklearn.SKLearnVectorStore(...)
A simple in-memory vector store based on the scikit-learn library NearestNeighbors implementation.
vectorstores.sklearn.SKLearnVectorStoreException
Exception raised by SKLearnVectorStore.
vectorstores.clickhouse.Clickhouse(embedding)
Wrapper around ClickHouse vector database
vectorstores.clickhouse.ClickhouseSettings
ClickHouse Client Configuration
vectorstores.milvus.Milvus(embedding_function)
Initialize wrapper around the milvus vector database.
vectorstores.elastic_vector_search.ElasticKnnSearch(...)