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RAG in production: incremental indexing and reindexing v1.0.0

Use this resource to operate a RAG system at scale with reliable indexing

New

  • 347 downloads
  • 151 likes
  • 202 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-production-indexing

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 sets up incremental indexing (CDC, document hashes, events), blue-green reindexing with index aliases, embedding model swaps and cost tracking. You get an operations procedure and a hash comparison script.

Mostly picked by

Updated November 2, 2026

Card for the “RAG in production: incremental indexing and reindexing” skill

Details

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

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What you get

  • SKILL.md: incremental indexing and document hash comparison
  • SKILL.md: blue-green reindexing, aliases and embedding model swaps

Good fit for

  • Your corpus changes daily and full reindexing is expensive
  • You want to change embedding model without downtime

Not for

    Tags

    • rag
    • indexing
    • production
    • costs

    About

    You say

    “Move my documentation RAG to incremental indexing with blue-green reindexing for the new embedding model.”

    Card for the “RAG in production: incremental indexing and reindexing” 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 operate a RAG system at scale with reliable indexing
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9.7 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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