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What is Chunking?

Also called: Text splitting

Chunking means splitting long documents into small sections so an AI can later find exactly the right passages.

Example

An 80-page manual is split into sections of roughly half a page each.

For pros

Chunk size and overlap strongly affect the quality of a RAG system. Chunks that are too small lose context; chunks that are too large dilute the search. Good methods split at headings or paragraphs and store metadata such as title and page.

Sources: pinecone.io, Wikipedia, arXiv 2005.11401 · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.