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AIP-C01 · Question #51
AIP-C01 Question #51: Real Exam Question with Answer & Explanation
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Data for Generative AI
Question
An enterprise application uses an Amazon Bedrock foundation model (FM) to process and analyze 50 to 200 pages of technical documents. Users are experiencing inconsistent responses and receiving truncated outputs when processing documents that exceed the FM's context window limits. Which solution will resolve this problem?
Options
- AConfigure fixed-size chunking at 4,000 tokens for each chunk with 20% overlap. Use application-
- BUse hierarchical chunking with parent chunks of 8,000 tokens and child chunks of 2,000 tokens.
- CUse semantic chunking with a breakpoint percentile threshold of 95% and a buffer size of 3
- DCreate a pre-processing AWS Lambda function that analyzes document token count by using the
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Topics
#Chunking Strategies#Context Window Management#Semantic Chunking#Data Preparation