Chunking Strategies

How RAG systems break content into chunks for retrieval.

Coming Soon

Detailed chunking strategies documentation is being prepared.

Overview

RAG systems chunk web content to fit within context windows and improve relevance.

Chunking Methods

1. Fixed-size chunking - Equal-sized text blocks
2. Semantic chunking - Break at logical boundaries
3. Sliding window - Overlapping chunks
4. Hierarchical chunking - Multi-level structure

Optimization

• Keep key information in single chunks
• Use clear headings and structure
• Optimize for 500-1000 token chunks

For more on RAG, see RAG Systems.