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@qdrant

Qdrant

Creating advanced vector search technology
README.md

Qdrant

Powering the next generation of AI applications
with advanced and high-performant vector similarity search technology.
Qdrant is an enterprise-ready, high-performance, massive-scale Vector Database available as open-source, cloud, and managed on-premise solution.

- Homepage - Documentation - Cloud platform - Discord Community -

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  1. qdrant qdrant Public

    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/

    Rust 29.2k 2.1k

  2. fastembed fastembed Public

    Fast, Accurate, Lightweight Python library to make State of the Art Embedding

    Python 2.7k 180

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 198

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 426 37

  5. vector-db-benchmark vector-db-benchmark Public

    Framework for benchmarking vector search engines

    Python 350 140

  6. mcp-server-qdrant mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.2k 234

Repositories

Showing 10 of 125 repositories
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 70 Apache-2.0 9 0 5 Updated Mar 2, 2026
  • qdrant Public

    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/

    qdrant/qdrant’s past year of commit activity
    Rust 29,230 Apache-2.0 2,061 386 (4 issues need help) 82 Updated Mar 1, 2026
  • webinar-elastic-qdrant-ecommerce Public
    qdrant/webinar-elastic-qdrant-ecommerce’s past year of commit activity
    Python 1 0 0 2 Updated Mar 1, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 8 Apache-2.0 1 0 2 Updated Mar 2, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 52 133 49 40 Updated Mar 1, 2026
  • protobuf-es Public Forked from bufbuild/protobuf-es

    Protocol Buffers for ECMAScript. The only JavaScript Protobuf library that is fully-compliant with Protobuf conformance tests.

    qdrant/protobuf-es’s past year of commit activity
    TypeScript 0 Apache-2.0 172 0 8 Updated Mar 1, 2026
  • page-search Public

    Neural search for web-sites, docs, articles - online!

    qdrant/page-search’s past year of commit activity
    Rust 148 Apache-2.0 7 0 3 Updated Mar 1, 2026
  • n8n-nodes-qdrant Public

    Official n8n node for interfacing with Qdrant

    qdrant/n8n-nodes-qdrant’s past year of commit activity
    TypeScript 73 MIT 10 1 0 Updated Feb 27, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 16 4 1 1 Updated Feb 27, 2026
  • rust-client Public

    Rust client for Qdrant vector search engine

    qdrant/rust-client’s past year of commit activity
    Rust 386 Apache-2.0 77 22 12 Updated Feb 27, 2026
View all repositories

Sponsors

  • @petercool