Databricks Certified Generative AI Engineer Associate — Question 37

Generative AI Engineer at an electronics company just deployed a RAG application for customers to ask questions about products that the company carries. However, they received feedback that the RAG response often returns information about an irrelevant product.
What can the engineer do to improve the relevance of the RAG’s response?

Answer options

• A. Assess the quality of the retrieved context
• B. Implement caching for frequently asked questions
• C. Use a different LLM to improve the generated response
• D. Use a different semantic similarity search algorithm

Correct answer: D

Explanation

The correct answer is D because using a different semantic similarity search algorithm can help improve the accuracy of the product relevance in responses. Options A and B do not directly address the core issue of relevance in product information, while option C could improve responses but does not specifically target the retrieval aspect that is crucial for relevance.