Chunking Strategies and Retrieval Quality

Bad chunking silently caps RAG quality — models cannot retrieve what was never indexed coherently. Most RAG quality regressions trace to chunking strategy, not the LLM. A backend engineer who can diagnose and fix chunking failures by analyzing labeled retrieval misses, not guessing at parameters, is the difference between a RAG product that drifts and one that improves.

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