> ## Documentation Index
> Fetch the complete documentation index at: https://docs.chonkie.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# 🦛 Chonkie ✨

> The lightweight ingestion library for fast, efficient and robust RAG pipelines

<Banner title="NEW: AI Agent Skills for Chonkie" href="https://github.com/chonkie-inc/skills">
  Install via npx skills add chonkie-inc/skills or browse on skills.sh — works with 20+ AI coding agents.
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<div className="flex justify-center">
  <img className="block dark:hidden" src="https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/logo/chonkie_logo_br_transparent_bg.png?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=763bf7f310d417df8c73a1e9cce92db8" alt="Chonkie Logo Light" noZoom width="600" data-path="assets/logo/chonkie_logo_br_transparent_bg.png" />

  <img className="hidden dark:block" src="https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/logo/chonkie_logo_br_transparent_bg.png?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=763bf7f310d417df8c73a1e9cce92db8" alt="Chonkie Logo Dark" noZoom width="600" data-path="assets/logo/chonkie_logo_br_transparent_bg.png" />
</div>

Ever found yourself making a RAG pipeline yet again (your 2,342,148th one), only to realize you're stuck having to write your ingestion logic with bloated software library X or the painfully feature-less library Y?

*WHY CAN'T THIS JUST BE SIMPLE, UGH?*

Well, look no further than Chonkie! (chonkie boi is a gud boi 🦛)

<CardGroup cols={2}>
  <Card title="Feature-rich" icon="puzzle-piece">
    Clean, CHONK, Embed, Refine and Store your data - all from one library!
  </Card>

  <Card title="Easy to use" icon="wand-magic-sparkles">
    Install, Import, CHONK - it's that simple!
  </Card>

  <Card title="Lightning Fast" icon="bolt">
    CHONK at the speed of light! zooooooooom
  </Card>

  <Card title="Wide Support" icon="globe">
    Supports your favorite tokenizers, chunkers, embeddings and vector DBs
  </Card>

  <Card title="Versatile" icon="gear">
    CHONK in Python, JavaScript or via our API. Chonkie is there wherever you
    need it
  </Card>

  <Card title="Cute Mascot" icon="hippo">
    psst it's a pygmy hippo btw! Moto Moto approved
  </Card>

  <Card title="AI Agent Skills" icon="robot" href="https://github.com/chonkie-inc/skills">
    Install via `npx skills add chonkie-inc/skills` or browse on skills.sh — works with Claude Code, Cursor, Copilot, and 20+ agents
  </Card>
</CardGroup>

***