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Multimodal RAG: images, PDFs, tables and audio v1.0.0

Use this resource to query images, PDFs, tables and audio recordings with a RAG system

New

  • 429 downloads
  • 170 likes
  • 217 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install multimodal-rag-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 picks a multimodal embedding model (CLIP, SigLIP, VoyageAI, BGE-M3), ingests PDFs with a vision model, indexes tables and transcribes audio with Whisper so passages can be cited. You get a multimodal ingestion and retrieval pipeline.

Mostly picked by

Updated November 2, 2026

Card for the “Multimodal RAG: images, PDFs, tables and audio” skill

Details

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

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What you get

  • SKILL.md: embedding model matrix and PDF ingestion with vision
  • SKILL.md: tables, audio with Whisper and timestamped citations

Good fit for

  • Your documents contain important charts or tables
  • You want to find a precise moment in a recording

Not for

    Tags

    • rag
    • multimodal
    • pdf
    • audio

    About

    You say

    “Index my firm's PDF reports with their charts and tables so I can find the figures by page.”

    Card for the “Multimodal RAG: images, PDFs, tables and audio” 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 query images, PDFs, tables and audio recordings with a RAG system
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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