langchain-qdrant: 0.2.1

fastembed_sparse

Classes

fastembed_sparse.FastEmbedSparse([...])

An interface for sparse embedding models to use with Qdrant.

qdrant

Classes

qdrant.QdrantVectorStore(client, collection_name)	Qdrant vector store integration.
qdrant.QdrantVectorStoreError	QdrantVectorStore related exceptions.
qdrant.RetrievalMode(value)	Modes for retrieving vectors from Qdrant.

sparse_embeddings

Classes

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

vectorstores

Classes

vectorstores.QdrantException

Qdrant related exceptions.

Functions

vectorstores.sync_call_fallback(method)

Call the synchronous method if the async method is not implemented.

Deprecated classes

vectorstores.Qdrant(client, collection_name)