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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 25 6

  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 24 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 16

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

    Jupyter Notebook 10 11

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

    TypeScript 8 2

Repositories

Showing 10 of 53 repositories
  • supernova Public

    Massive embedding dataset generation and serving

    qdrant-labs/supernova's past year of commit activity
    Python 25 Apache-2.0 6 8 1 Updated Sep 22, 2026
  • goods_categorization_demo Public Forked from qdrant/goods_categorization_demo

    Demo example of consumer goods categorization

    qdrant-labs/goods_categorization_demo's past year of commit activity
    Jupyter Notebook 0 9 0 1 Updated Sep 21, 2026
  • demo-food-discovery Public Forked from qdrant/demo-food-discovery

    Source code of the food discovery demo built on top of Qdrant

    qdrant-labs/demo-food-discovery's past year of commit activity
    JavaScript 0 16 0 1 Updated Sep 21, 2026
  • qdrant_demo Public Forked from qdrant/qdrant_demo

    Demo of the neural semantic search built with Qdrant

    qdrant-labs/qdrant_demo's past year of commit activity
    CSS 0 54 0 1 Updated Sep 21, 2026
  • query-taxonomy Public

    Feature extractors over queries and documents

    qdrant-labs/query-taxonomy's past year of commit activity
    Python 0 0 0 0 Updated Sep 17, 2026
  • workshop-ecommerce Public

    90-minute workshop: e-commerce search on Qdrant. Participants implement one build_query() function; a local harness scores it.

    qdrant-labs/workshop-ecommerce's past year of commit activity
    Python 2 1 0 0 Updated Sep 16, 2026
  • colpali-graphrag-demo Public

    A proof of concept that connects ColPali, Qdrant, and Neo4j over PDFs.

    qdrant-labs/colpali-graphrag-demo's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Sep 16, 2026
  • qdrant-legal-lab Public

    Qdrant Legal Retrieval Lab: a 30-minute retrieval-tuning exercise on a legal corpus.

    qdrant-labs/qdrant-legal-lab's past year of commit activity
    Python 1 1 0 1 Updated Sep 15, 2026
  • hybrid-comparisons Public

    Comparison benchmarks across different hybrid search rescoring solutions (cross-encoder, colbert, rrf), storage datatypes and quantization settings

    qdrant-labs/hybrid-comparisons's past year of commit activity
    HTML 1 0 0 0 Updated Sep 14, 2026
  • qdrant Public Forked from qdrant/qdrant

    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-labs/qdrant's past year of commit activity
    Rust 0 Apache-2.0 2,750 0 1 Updated Sep 13, 2026