Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 178 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01

Question #: 178
Topic #: 1

[All AWS Certified AI Practitioner AIF-C01 Questions]

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

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.

Show Suggested Answer

Suggested Answer: A 🗳️

by Zangi at July 16, 2025, 3:26 p.m.

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a6558c7

5 days, 5 hours ago

Selected Answer: A

A. Retrieval Augmented Generation (RAG) enhances natural language processing tasks by allowing language models to retrieve relevant information from external knowledge sources, such as databases or document collections, at the time of generating a response

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