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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 24.1k 1.7k

  2. fastembed fastembed Public

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

    Python 2.1k 139

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 988 147

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 337 31

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

    Framework for benchmarking vector search engines

    Python 324 109

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 671 89

Repositories

Showing 10 of 106 repositories
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 31 99 31 21 Updated Jun 10, 2025
  • 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 24,080 Apache-2.0 1,650 331 (4 issues need help) 49 Updated Jun 10, 2025
  • qdrant-helm Public
    qdrant/qdrant-helm’s past year of commit activity
    Go 123 Apache-2.0 64 20 5 Updated Jun 10, 2025
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 324 Apache-2.0 109 16 (3 issues need help) 17 Updated Jun 10, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 1 Apache-2.0 1 0 5 Updated Jun 10, 2025
  • webinar-openai-agents-mcp Public
    qdrant/webinar-openai-agents-mcp’s past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Jun 10, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 38 Apache-2.0 2 1 3 Updated Jun 10, 2025
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 165 Apache-2.0 58 4 13 Updated Jun 10, 2025
  • qdrant-genkit Public
    qdrant/qdrant-genkit’s past year of commit activity
    Go 6 Apache-2.0 1 0 0 Updated Jun 9, 2025
  • n8n-nodes-qdrant Public

    Official n8n node for interfacing with Qdrant

    qdrant/n8n-nodes-qdrant’s past year of commit activity
    TypeScript 43 MIT 5 0 0 Updated Jun 9, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool