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GENERATIVE-AI-ENGINEER-ASSOCIATE · Question #10

GENERATIVE-AI-ENGINEER-ASSOCIATE Question #10: Real Exam Question with Answer & Explanation

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RAG System Design

Question

Generative AI Engineer is building a RAG application that answers questions about technology- related news articles. The source documents may contain a significant amount of irrelevant content, such as advertisements, sports news, or entertainment news. Which approach is NOT advisable for building a RAG application focused on answering technology-only questions?

Options

  • AInclude in the system prompt that the application is not supposed to answer any questions
  • BFilter out irrelevant news articles in the retrieval process.
  • CKeep all news articles because the RAG application needs to understand non-technological
  • DFilter out irrelevant news articles in the upstream document database.

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Topics

#RAG#Data Filtering#Document Preprocessing#Information Retrieval
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