Skip to content
@qdrant-labs

Qdrant Labs

Experimental projects, community-driven tools, and works-in-progress built around Qdrant
Qdrant Labs

Qdrant Labs

Experimental projects, community-driven tools, and works-in-progress built around Qdrant.

The high-performance, composable vector search engine built in Rust.

Discord GitHub Org Website


Warning

Repositories in this organization are experimental and community-driven. They are not officially supported by Qdrant and may be incomplete, unmaintained, or subject to breaking changes without notice. For production use, refer to the official Qdrant repositories.


What You'll Find Here

🔬 Experiments 🛠️ Libraries & Tools 🤝 DevRel Projects
Early-stage ideas and technical explorations Embedding libraries, utilities, and tools built for Qdrant workloads Demos and community initiatives from the Qdrant team

Official Qdrant Resources

Looking for production-ready code? Start here:

Resource Description
📦 Qdrant Engine The core vector search engine
📖 Documentation Guides, API references, and tutorials
💬 Discord Community 8k+ members - ask questions and share projects
🌐 qdrant.tech Product, pricing, and managed cloud

Contributing

Have a tool or library built on Qdrant? We'd love to feature it here.

Open an issue or discussion in the relevant repository, or reach out to us at devrel@qdrant.com.


License

Repositories in this organization are released under the Apache 2.0 License unless otherwise noted.


Qdrant Labs is maintained by the Qdrant Labs and Qdrant DevRel teams.

Popular repositories Loading

  1. supernova supernova Public

    Massive embedding dataset generation and serving

    Python 42 7

  2. edge-mission-control edge-mission-control Public

    Interactive Qdrant Edge demo: a home robot builds searchable on-device memory, searches it offline, and syncs to the cloud on its own terms

    Python 25 6

  3. biomedical-graphrag biomedical-graphrag Public

    Forked from benitomartin/biomedical-graphrag

    A comprehensive GraphRAG (Graph Retrieval-Augmented Generation) system designed for biomedical research

    Python 18 1

  4. demo-ecommerce-search demo-ecommerce-search Public

    Fashion search demo: hybrid retrieval, server-side ranking, and recommendations over 2M products

    TypeScript 18

  5. biomedical-graphrag-workshop biomedical-graphrag-workshop Public

    Jupyter Notebook 11 11

  6. biomedical-graphrag-frontend biomedical-graphrag-frontend Public

    TypeScript 8 2

Repositories

Showing 10 of 66 repositories
  • miracl-static-embeddings Public

    Benchmarks on MIRACL to test speed and retrieval quality of static embeddings in FastEmbed and Qdrant

    qdrant-labs/miracl-static-embeddings's past year of commit activity
    Python 2 0 0 0 Updated Oct 23, 2026
  • embedding-atlas Public Forked from apple/embedding-atlas

    Qdrant Labs fork of Apple's Embedding Atlas with experimental extensions, starting with supervised embedding probing

    qdrant-labs/embedding-atlas's past year of commit activity
    TypeScript 0 MIT 341 0 0 Updated Oct 23, 2026
  • qdrant-laravel-scout Public

    A Qdrant driver for Laravel Scout with full-text, semantic, and hybrid search.

    qdrant-labs/qdrant-laravel-scout's past year of commit activity
    PHP 1 Apache-2.0 0 0 0 Updated Oct 23, 2026
  • qdrant-labs/multitenancy-qdrant-guide's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Oct 19, 2026
  • qdrant-labs/chunking-guide-methods's past year of commit activity
    Python 0 0 0 0 Updated Oct 19, 2026
  • supernova Public

    Massive embedding dataset generation and serving

    qdrant-labs/supernova's past year of commit activity
    Python 42 Apache-2.0 7 8 0 Updated Oct 19, 2026
  • qdrant-ray Public

    Write Ray datasets to Qdrant in parallel

    qdrant-labs/qdrant-ray's past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Oct 15, 2026
  • qdrant-labs/reachy-edge-memory's past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Oct 14, 2026
  • stars-submission-page Public

    Page where Qdrant stars can put submissions for rewards and get suggestions on how to improve their content

    qdrant-labs/stars-submission-page's past year of commit activity
    Go 1 0 0 0 Updated Oct 13, 2026
  • qdrant-labs/many-jev-recipies's past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Oct 7, 2026