Every premium and members-only resource for $9.99/month, as a no-commitment subscription. See the plans

PalateKit

Sign in
Menu

Request a resource

Describe the resource you are missing in one sentence. We will email you when it is published.

0 / 280

A page, a video or an image online.

Unlock PalateKit

Unlock everything

Plan

Paying means accepting our terms of sale.

Secure payment by Stripe. Receipts and invoices sent by email.

Welcome back

Sign in to install, download or save this resource. A free account is enough for free resources.

RAG architecture: naive, advanced or agentic v1.0.0

Use this resource to choose and size the architecture of a RAG system

New

  • 534 downloads
  • 241 likes
  • 164 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-architecture-design-choices

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 compares the three RAG tiers (naive, advanced, agentic), helps decide between RAG, fine-tuning and long context, and sets a target latency budget. It proposes a component diagram and a Python scaffold for advanced RAG. You get a reasoned decision and a checklist before production.

Mostly picked by

Updated November 2, 2026

Card for the “RAG architecture: naive, advanced or agentic” skill

Details

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

Similar resources

View all

What you get

  • SKILL.md: comparison of the three RAG tiers and pipeline diagrams
  • SKILL.md: decision tree for RAG, fine-tuning or long context
  • SKILL.md: latency budget, Python scaffold and production checklist

Good fit for

  • You need to pick an architecture before coding a document assistant
  • Your answers are slow or unreliable and you are not sure which component to add

Not for

    Tags

    • rag
    • architecture
    • latency
    • retrieval

    About

    You say

    “Propose a RAG architecture for 40,000 pages of technical documentation with a target under 3 seconds.”

    Card for the “RAG architecture: naive, advanced or agentic” 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 choose and size the architecture of a RAG system
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.3 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

    User reviews

    –

    No ratings yet

    Loading reviews…

    Delete your review?

    Your rating and comment will be removed from the page.