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qdrant

qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

31.5k stars2.3k forks150 watchers420 open issuesRustApache-2.0
EDITOR'S TAKE

Rust-based vector database — fast, production-grade, Apache 2.0. Good developer experience and clear pricing if you use their managed cloud. Strong choice if Postgres+pgvector cannot handle your scale.

Use this if

You need production-grade vector search at scale and Postgres is hitting limits.

Skip if

You are starting fresh on Postgres — pgvector is enough for most apps.

Topics
neural-networksearch-engineknn-algorithmhnswvector-searchnearest-neighbor-searchimage-searchembeddings-similarityrecommender-systemvector-search-enginemlopssearch-enginesneural-searchsimilarity-searchvector-databasemachine-learningsearchai-searchai-search-enginehybrid-search
Created 31 May 2020
Last push 3 hours ago
Stats refreshed 3 hours ago