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RAG Chunk Calculator

Calculate and Preview RAG Chunks

Set chunk size and overlap, preview sections, and export JSONL for a knowledge base.

Private browser processingNo accountFree

PRIVATE WORKSPACE

RAG Chunk Calculator

Plan document splitting and embedding counts before building RAG.

Options

HOW TO

How to use RAG Chunk Calculator

Plan document splitting and embedding counts before building RAG.

  1. 1

    Choose a supported file or paste text

  2. 2

    Review the relevant settings

  3. 3

    Process locally and download or copy the result

CONTINUE WITH

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FAQ

Common questions

Are my files uploaded?+

No. This tool processes files in browser memory on your device.

Is the tool free?+

Yes. Core processing is free, requires no account, and adds no watermark.

Why can formatting change?+

Document formats store layout differently. Browser conversion prioritizes privacy and practical output over exact reconstruction.