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RAG pipeline design v1.0.0

Use this resource to design a RAG pipeline for an assistant over your documents

New

  • 521 downloads
  • 185 likes
  • 176 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-document-pipeline

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 defines the chunking strategy, the metadata schema, vector storage, search (hybrid, filtered by metadata) and reranking, then plans an evaluation. You get a documented architecture and code snippets for each step.

Mostly picked by

Updated November 2, 2026

Card for the “RAG pipeline design” skill

Details

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

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What you get

  • SKILL.md: pipeline architecture and chunking strategy
  • SKILL.md: metadata schema and vector store configuration
  • SKILL.md: hybrid search, metadata filtering and reranking

Good fit for

  • Your assistant makes up answers because it cannot reach internal documents
  • You have a documentation base and want reliable search

Not for

    Tags

    • rag
    • search
    • knowledge base

    About

    You say

    “Design a RAG pipeline over our technical documentation, with version filters and reranking.”

    Card for the “RAG pipeline design” skill

    Skill published by patricio0312rev 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 design a RAG pipeline for an assistant over your documents
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md6.3 KB

    Origin and licence

    Listed unmodified

    Author
    patricio0312rev
    Source
    github.com/patricio0312rev/skills/tree/79ea6af485698b31060b63f0066f712560757b29/ai-engineering/rag-pipeline-builder
    Licence
    MIT

    Notice

    « rag-pipeline-builder » (patricio0312rev, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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