The Chunking Technique Explained: 7 Powerful Techniques
The Chunking Technique Explained: 7 Powerful Techniques
Dec 17, 2023
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Banias | AI Engineer on Instagram: "Naive chunking destroys context. Here’s how to fix it. 👇 1️⃣ Use Contextual Chunk Headers 👉 Prepend each chunk with document metadata and section headers. A chunk from “Chapter 5: Security” should include that context, not just raw text. 2️⃣ Implement Sliding Windows 👉 Create overlapping chunks (overlap 10-20% of tokens) so context doesn’t break at arbitrary boundaries. This prevents losing information split across chunk borders. 3️⃣ Hierarchical Chunking �
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