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Compare chunking strategies (fixed-size, recursive, semantic, parent-child). How do you pick?

Chunking quietly caps RAG quality, and 'split every 500 tokens' leaves recall on the table. The signal is knowing the strategy families and the parent-child trick that separates retrieval size from context size.

Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.

Chunking quietly caps RAG quality, and 'split every 500 tokens' leaves recall on the table. The signal is knowing the strategy families and the parent-child trick that separates retrieval size from context size.

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