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PDF extraction for RAG: text, layout, figures v1.0.0

Use this resource to extract text, structure and figures from PDFs for a RAG pipeline

New

  • 470 downloads
  • 213 likes
  • 162 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install pdf-extraction-rag-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 picks the tool based on speed, layout quality and the need for tables, then extracts text with headings and figures with their page. You get a markdown export ready to chunk.

Mostly picked by

Updated November 2, 2026

Card for the “PDF extraction for RAG: text, layout, figures” skill

Details

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

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What you get

  • SKILL.md: tool comparison and extraction with PyMuPDF
  • SKILL.md: heading detection, figures, pdfplumber and Docling

Good fit for

  • You want to index PDF reports into your RAG base
  • A PDF's tables are unreadable in plain text

Not for

    Tags

    • pdf
    • extraction
    • rag
    • pymupdf
    • docling

    About

    You say

    “Convert this PDF report to markdown with detected headings and extract the figures page by page.”

    Card for the “PDF extraction for RAG: text, layout, figures” 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 extract text, structure and figures from PDFs for a RAG pipeline
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.2 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/document-processing/pdf-extraction
    Licence
    MIT

    Notice

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

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