docs/integrations/vectorstores/qdrant/

[giscus[bot]]

docs/integrations/vectorstores/qdrant/

Qdrant (read: quadrant ) is a vector similarity search engine. It provides a production-ready service with a convenient API to store, search, and manage vectors with additional payload and extended filtering support. It makes it useful for all sorts of neural network or semantic-based matching, faceted search, and other applications.

https://python.langchain.com/docs/integrations/vectorstores/qdrant/

[xliiadastra]

Does AsyncQdrantClient support asynchronization without using AsyncQdrantClient, or does it not support mutual asynchronization yet?

[kkHAIKE]

Previously, an implementation using AsyncQdrantClient was deprecated. Will there be consideration for adding AsyncQdrantClient support in the future?