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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 28.5k 2k

  2. fastembed fastembed Public

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

    Python 2.7k 178

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.2k 191

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 418 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 227

Repositories

Showing 10 of 120 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 28,533 Apache-2.0 2,024 382 (4 issues need help) 80 Updated Feb 2, 2026
  • terraform-provider-qdrant-cloud Public

    A Terraform plugin that allows to manage and configure Qdrant Cloud resources

    qdrant/terraform-provider-qdrant-cloud’s past year of commit activity
    Go 5 Apache-2.0 3 0 0 Updated Feb 2, 2026
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 344 Apache-2.0 137 17 (3 issues need help) 17 Updated Feb 2, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 51 131 45 37 Updated Feb 2, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 66 Apache-2.0 9 0 3 Updated Feb 2, 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-2.0 161 0 7 Updated Feb 1, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui’s past year of commit activity
    JavaScript 363 Apache-2.0 125 32 16 Updated Jan 30, 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 70 5 15 Updated Jan 30, 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 Jan 30, 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 42 2 0 1 Updated Jan 30, 2026
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Sponsors

  • @petercool