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Hybrid vector and keyword search v1.0.0

Use this resource to combine vector and keyword search to improve recall

New

  • 575 downloads
  • 195 likes
  • 201 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install hybrid-vector-keyword-search

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 pairs similarity search with lexical search, then fuses the results with a suitable method. It is useful when names or codes must be matched exactly without losing meaning. You get a hybrid retrieval architecture.

Mostly picked by

Updated November 2, 2026

Card for the “Hybrid vector and keyword search” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

    Good fit for

    • Your RAG misses documents that contain exact references
    • Pure semantic search returns obvious results poorly

    Not for

      Tags

      • hybrid search
      • rag
      • vectors
      • keywords

      About

      You say

      “Improve search in our document base: product references must come back exactly.”

      Card for the “Hybrid vector and keyword search” skill

      Skill published by wshobson under the MIT 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 combine vector and keyword search to improve recall
      3. Review and adjust the result

      Content preview

      Files

      • LICENSE1.1 KB
      • NOTICE-PALATEKIT.md0.5 KB
      • references/details.md16.3 KB
      • SKILL.md2 KB

      Origin and licence

      Listed unmodified

      Author
      wshobson
      Source
      github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/llm-application-dev/skills/hybrid-search-implementation
      Licence
      MIT

      Notice

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

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