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Generative AI

What is document chunking?

A retrieval system often divides documents into chunks.

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01 · Understand the idea

In simple words

A long textbook is easier to search when divided into sensible sections. Chunking splits documents into smaller pieces for retrieval. If a piece contains only “it lasts 30 days”, the meaning is unclear. Keeping the heading “Trial membership” with that sentence makes the piece more useful.

Two useful terms

Chunk: a section of a document. Metadata: information about the section, such as title and source.

Build your understanding

A retrieval system often divides documents into chunks. Chunks that are too small lose context; chunks that are too large may include irrelevant material. Start with meaningful boundaries such as headings and paragraphs. Choose sizes by evaluating actual questions rather than copying a universal number.

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