Databricks Certified Generative AI Engineer Associate — Question 34

A Generative Al Engineer is tasked with improving the RAG quality by addressing its inflammatory outputs.
Which action would be most effective in mitigating the problem of offensive text outputs?

Answer options

• A. Increase the frequency of upstream data updates
• B. Inform the user of the expected RAG behavior
• C. Restrict access to the data sources to a limited number of users
• D. Curate upstream data properly that includes manual review before it is fed into the RAG system

Correct answer: D

Explanation

The correct answer, D, emphasizes the importance of carefully curating upstream data, which includes a manual review process to ensure quality before it enters the RAG system. This proactive approach directly addresses the issue of inflammatory outputs. The other options either do not directly impact the quality of data or focus on user information and access restrictions, which do not mitigate the root problem of offensive content generation.