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RAG architecture: chunking, retrieval, reranking v1.0.0

Use this resource to design the architecture of a RAG system

New

  • 434 downloads
  • 163 likes
  • 216 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-architecture-chunking-retrieval

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 helps you design a RAG pipeline: document chunking strategies, metadata enrichment, hybrid search, reranking, multi-query retrieval and prompt construction. You get sensible defaults and an evaluation method.

Mostly picked by

Updated November 2, 2026

Card for the “RAG architecture: chunking, retrieval, reranking” skill

Details

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

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What you get

  • SKILL.md: standard pipeline and chunking strategies
  • SKILL.md: hybrid search, reranking and multi-query retrieval
  • SKILL.md: prompt construction and evaluation

Good fit for

  • You are building an assistant that answers from your documents
  • Answers from your document base lack relevance

Not for

    Tags

    • rag
    • retrieval
    • chunking
    • llm

    About

    You say

    “Design the RAG pipeline for our help center built from PDFs, the FAQ and support tickets.”

    Card for the “RAG architecture: chunking, retrieval, reranking” skill

    Skill published by claude-dev-suite 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 the architecture of a RAG system
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md4.5 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/ai-integration/rag-patterns
    Licence
    MIT

    Notice

    « rag-patterns » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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