langchain-qdrant

Description

`langchain-qdrant`

Reference docs

This page contains reference documentation for Qdrant. See the docs for conceptual guides, tutorials, and examples on using Qdrant modules.

Classes

Class

QdrantVectorStoreError

QdrantVectorStore related exceptions.

Class

RetrievalMode

Modes for retrieving vectors from Qdrant.

Class

QdrantVectorStore

Qdrant vector store integration.

Class

FastEmbedSparse

An interface for sparse embedding models to use with Qdrant.

Class

QdrantException

Qdrant related exceptions.

Class

SparseVector

Sparse vector structure.

Class

SparseEmbeddings

An interface for sparse embedding models to use with Qdrant.

Class

Qdrant

deprecated

Qdrant vector store.

Functions

Function

maximal_marginal_relevance

Calculate maximal marginal relevance.

Function

cosine_similarity

Row-wise cosine similarity between two equal-width matrices.

Function

sync_call_fallback

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

Modules

Module