Databricks Certified Generative AI Engineer Associate — Question 53

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?

Answer options

• A. Include in the system prompt that the application is not supposed to answer any questions unrelated to technology.
• B. Filter out irrelevant news articles in the retrieval process.
• C. Keep all news articles because the RAG application needs to understand non-technological content to avoid answering questions about them.
• D. Filter out irrelevant news articles in the upstream document database.

Correct answer: C

Explanation

Option C is incorrect because keeping all news articles, including irrelevant ones, would confuse the RAG application and lead to incorrect responses. Options A, B, and D are sensible strategies; they ensure the application focuses solely on technology-related content and improves the quality of answers.