Data WorkbenchJSON / JSON Formatter
A LITTLE ORDER, A LOT LESS WORK.

Text Chunker

Prepare text for retrieval workflows with overlap and explicit character positions.

01 — 18Start with data. Make room for work.
Batch processing available
INPUT
Results will appear here
Ctrl + Enter

All processing happens in this browser.

HOW IT WORKS

How to use it

  1. Counts Unicode code points without splitting surrogate pairs. Choose chunk size and overlap.
  2. This is not a model tokenizer, semantic splitter or grapheme splitter. Limit: 2,000 chunks. Offsets are zero-based; end is exclusive.
Is data sent to a model?

No. These tools run locally in your browser without calling a model API.

Save these options

Save tool options only, without input text or file contents. Up to 20 presets.