langchain-qdrant: 0.1.4#

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[, names, module, ...])

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)

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

Deprecated classes

vectorstores.Qdrant(client, collection_name)