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Implementation And IntegrationmediumMultiple ChoiceObjective-mapped

AIP-C01 Implementation And Integration Practice Question

What is the recommended approach to handle PII in your RAG Knowledge Base to comply with privacy regulations?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Redact PII before ingesting documents into the Knowledge Base

You should redact or mask PII at the source before ingestion into the Knowledge Base.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Redact PII before ingesting documents into the Knowledge Base

    Why this is correct

    Pre-ingestion redaction ensures PII never enters the vector store.

  • Filter it during query time only

    Why it's wrong here

    Data should be scrubbed before being indexed.

  • Encrypt the Knowledge Base with a master key

    Why it's wrong here

    Encryption protects storage but doesn't remove PII from the model context.

  • Use a specialized model that doesn't 'read' PII

    Why it's wrong here

    All models process the input tokens regardless.

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This AIP-C01 question is part of Courseiva's 181-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Amazon Web Services exam blueprint

This AIP-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIP-C01 exam.