Imagine you're handed a massive book and asked to find every mention of a specific concept quickly. Would you read through the entire book page by page? Or would you prefer the book to be divided into smaller, manageable sections that you can quickly scan and reference? This is exactly the challenge that RAG systems face when working with large documents.

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Text Splitters in RAG Systems

  • Ranajoy Bose

摘要

Imagine you're handed a massive book and asked to find every mention of a specific concept quickly. Would you read through the entire book page by page? Or would you prefer the book to be divided into smaller, manageable sections that you can quickly scan and reference? This is exactly the challenge that RAG systems face when working with large documents.