Home / AWS Certified AI Practitioner (AIF-C01) / 3 Practice / AWS-AIF-420
Policies must be split before indexing.
Preserve context while controlling cost.
Choose two designs.
Hint 1: Focus on the requirement Split sources at meaningful boundaries, test overlap and retrieval quality, and balance evidence completeness against token cost.
Hint 2: Key terms Review RAG chunk design.
ChunkA bounded piece of source content stored or retrieved as one unit.
Chunk overlapRepeated content between neighboring chunks that preserves context across boundaries.
Semantic boundaryA natural topic or structural boundary where content meaning remains coherent.
Retrieval qualityHow well retrieved chunks cover the relevant evidence with acceptable noise. × Incorrect Split by semantic structure and measure a small overlap against retrieval quality and token cost.
Detailed explanation A Incorrect Use one fixed size without testing formats or question length
The design may not fit.
B Correct Preserve headings, paragraphs, and tables in appropriately sized chunks
Results retain context.
C Incorrect Put the entire corpus in one giant chunk
Granularity and limits suffer.
D Correct Test a small overlap and measure retrieval quality and token cost
Boundary loss and cost can be compared.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 3.1のRAG、チャンク、埋め込み、検索を確認する。
Official references Official documentation 1 Official documentation 2 What to confirm 文書構造と検索品質・費用を考慮してチャンク分割を調整できる。
Key points Chunk Overlap Retrieval quality Notes Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認 Compare the definition with the AIF-C01 objective and the service documentation before applying it. Keep the concept separate from a particular answer choice or implementation step. Foundation review Chunk A bounded piece of source content stored or retrieved as one unit.
Chunk overlap Repeated content between neighboring chunks that preserves context across boundaries.
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