Document Chunking Strategies for RAG

Chunking determines how documents are split for embedding. Fixed-size chunks are simple but may break semantic units. Semantic chunking splits at natural boundaries. Recursive chunking tries multiple separators hierarchically. Sentence-window chunking embeds sentences but retrieves surrounding context. Most systems use 256-1024 tokens with 10-20% overlap.