Qdrant vector database integration for LangChain.
An interface for sparse embedding models to use with Qdrant.
Qdrant vector store integration.
Modes for retrieving vectors from Qdrant.
An interface for sparse embedding models to use with Qdrant.
Sparse vector structure.
Qdrant vector store.
from qdrant_client import QdrantClient
from langchain_qdrant import Qdrant
client = QdrantClient()
collection_name = "MyCollection"
qdrant = Qdrant(client, collection_name, embedding_function)