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ColBERT retrieval with RAGatouille v1.0.0

Use this resource to index and query a corpus with ColBERT

New

  • 444 downloads
  • 233 likes
  • 247 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install colbert-late-interaction-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 guides you through RAGatouille, a wrapper around ColBERTv2: loading a model, PLAID indexing, search, incremental document updates and training with hard negatives. It also shows the LangChain and LlamaIndex integrations.

Mostly picked by

Updated November 2, 2026

Card for the “ColBERT retrieval with RAGatouille” skill

Details

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

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What you get

  • SKILL.md: installation, indexing and search
  • SKILL.md: adding and deleting documents, training with hard negatives
  • SKILL.md: LangChain and LlamaIndex integrations

Good fit for

  • Your documents are long or rich in named entities
  • You want finer matching than a single vector per document

Not for

    Tags

    • colbert
    • retrieval
    • rag
    • embeddings

    About

    You say

    “Index my product sheet corpus with ColBERT and return the most relevant passages.”

    Card for the “ColBERT retrieval with RAGatouille” 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 index and query a corpus with ColBERT
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md7.4 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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