AWS Certified AI Practitioner (AIF-C01) — Question 175

Which statement presents an advantage of using Retrieval Augmented Generation (RAG) for natural language processing (NLP) tasks?

Answer options

• A. RAG can use external knowledge sources to generate more accurate and informative responses.
• B. RAG is designed to improve the speed of language model training.
• C. RAG is primarily used for speech recognition tasks.
• D. RAG is a technique for data augmentation in computer vision tasks.

Correct answer: A

Explanation

The correct answer, A, highlights that RAG leverages external knowledge to enhance the quality of its responses, making it effective for NLP tasks. Options B, C, and D are incorrect as they either misrepresent the purpose of RAG or associate it with unrelated tasks.