Flash Cards · Retrieval

Flash Card: Hierarchical Chunking in One Line

July 19, 2026 · 1 min read

Generative AI Development · part of The Exam Room

Q. Answers get cut across chunk boundaries in a long structured PDF. Best Bedrock KB chunking?

A. Hierarchical chunking: match the small child chunk for precision, then return the larger parent chunk for context. It resolves the size trade instead of picking a side of it.

Why? Small chunks match precisely but lose context; large chunks dilute the embedding. Hierarchical gets both.

These posts are LLM-aided. Backbone, original writing, and structure by Craig. Research and editing by Craig + LLM. Proof-reading by Craig.