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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/

31.8k stars2.3k forks152 watchers432 open issuesRustApache-2.0

TL;DR · 30-second scan

What it is

qdrant (Rust)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/

What it does for you

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

Best for

AI & ML · Database & ORM

31.8k GitHub starsLicense: Apache-2.0Last updated 1 month ago
EDITOR'S DEEP 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
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Created 31 May 2020
Last push 1 month ago
Stats refreshed 1 month ago