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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 28.6k 2k

  2. fastembed fastembed Public

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

    Python 2.7k 177

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 193

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 422 37

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

    Framework for benchmarking vector search engines

    Python 344 137

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1.2k 228

Repositories

Showing 10 of 122 repositories
  • 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 28,643 Apache-2.0 2,030 381 (4 issues need help) 79 Updated Feb 7, 2026
  • qdrant-kafka Public

    Kafka Sink connector for Qdrant. Stream vector data into a Qdrant collection. Supports named/unnamed dense/sparse vectors.

    qdrant/qdrant-kafka’s past year of commit activity
    Java 10 Apache-2.0 0 0 0 Updated Feb 6, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 201 Apache-2.0 69 5 16 Updated Feb 6, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 52 130 45 40 Updated Feb 6, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 6 Apache-2.0 1 0 1 Updated Feb 6, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 368 Apache-2.0 126 32 17 Updated Feb 6, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 68 Apache-2.0 9 1 1 Updated Feb 6, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 16 4 1 1 Updated Feb 5, 2026
  • qdrant-edge-demo Public

    POC visual search with smart glasses and Qdrant Edge.

    qdrant/qdrant-edge-demo’s past year of commit activity
    Python 43 2 0 1 Updated Feb 6, 2026
  • localstack-qdrant Public

    LocalStack Extension for developing Qdrant-based applications locally.

    qdrant/localstack-qdrant’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Feb 5, 2026
View all repositories

Sponsors

  • @petercool