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Fusing results from several Qdrant searches v1.0.0

Use this resource to fuse the scores of several Qdrant searches into a single ranking

New

  • 555 downloads
  • 244 likes
  • 227 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install qdrant-result-fusion-rrf

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 compares the fusion methods (RRF, DBSF, custom fusion), sets RRF's k parameter and weights, then explains when a costlier reranking step is worth it. You get a fusion method checked against your labels.

Mostly picked by

Updated November 2, 2026

Card for the “Fusing results from several Qdrant searches” 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: RRF, DBSF and custom fusion, with their settings
  • SKILL.md: tuning order from cheapest to costliest, and reranking

Good fit for

  • Your search scores are not comparable
  • Fusion does not give good results

Not for

    Tags

    • qdrant
    • fusion
    • rrf
    • dbsf
    • ranking

    About

    You say

    “My dense and sparse scores are not comparable: RRF or DBSF, and which k value?”

    Card for the “Fusing results from several Qdrant searches” 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 fuse the scores of several Qdrant searches into a single ranking
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md7.5 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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