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Setting up hybrid search in Qdrant v1.0.0

Use this resource to set up hybrid search, dense and keyword, in Qdrant

New

  • 341 downloads
  • 236 likes
  • 191 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install qdrant-hybrid-search-setup

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent explains how to run several searches in parallel with prefetch and merge them in a single Query API request. It also covers how IDF is scoped and whether one tenant's search can affect another's ranking. You get a hybrid search configuration ready to code.

Mostly picked by

Updated November 2, 2026

Card for the “Setting up hybrid search in Qdrant” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: the prefetch principle and merging inside one Query API request
  • Sub-folders: combining searches and search types

Good fit for

  • Your semantic search misses exact keyword matches
  • You want to combine dense and sparse vectors

Not for

    Tags

    • qdrant
    • hybrid search
    • prefetch
    • keywords
    • query

    About

    You say

    “Add a keyword search to my Qdrant vector search so it finds exact product references.”

    Card for the “Setting up hybrid search in Qdrant” skill

    Skill published by qdrant under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to set up hybrid search, dense and keyword, in Qdrant
    3. Review and adjust the result

    Content preview

    Files

    • combining-searches/SKILL.md7.5 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • search-types/SKILL.md13.2 KB
    • SKILL.md3.9 KB

    Origin and licence

    Listed unmodified

    Author
    qdrant
    Source
    github.com/qdrant/skills/tree/15793b641b7bc85d2e7dc59be1b796381ce715ba/skills/qdrant-search-quality/search-strategies/hybrid-search
    Licence
    Apache-2.0

    Notice

    « qdrant-hybrid-search » (qdrant, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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