langchain_qdrant 0.1.3

langchain_qdrant.fastembed_sparse

Classes

fastembed_sparse.FastEmbedSparse([...])

An interface for sparse embedding models to use with Qdrant.

langchain_qdrant.qdrant

Classes

qdrant.QdrantVectorStore(client, collection_name)	Qdrant vector store integration.
qdrant.QdrantVectorStoreError	QdrantVectorStore related exceptions.
qdrant.RetrievalMode(value)	An enumeration.

langchain_qdrant.sparse_embeddings

Classes

sparse_embeddings.SparseEmbeddings()	An interface for sparse embedding models to use with Qdrant.
sparse_embeddings.SparseVector	Sparse vector structure

langchain_qdrant.vectorstores

Classes

vectorstores.QdrantException

Qdrant related exceptions.

Functions

vectorstores.sync_call_fallback(method)

Decorator to call the synchronous method of the class if the async method is not implemented.

Deprecated classes

vectorstores.Qdrant(client, collection_name)

Deprecated since version 0.1.2: Use QdrantVectorStore instead.