AWS Certified AI Practitioner (AIF-C01) — Question 72

A company is building a chatbot to improve user experience. The company is using a large language model (LLM) from Amazon Bedrock for intent detection. The company wants to use few-shot learning to improve intent detection accuracy.
Which additional data does the company need to meet these requirements?

Answer options

• A. Pairs of chatbot responses and correct user intents
• B. Pairs of user messages and correct chatbot responses
• C. Pairs of user messages and correct user intents
• D. Pairs of user intents and correct chatbot responses

Correct answer: C

Explanation

The correct answer is C because few-shot learning requires examples of user inputs (messages) along with their corresponding intents to enhance the model's understanding of intent detection. Options A, B, and D do not provide the necessary pairing of user messages with user intents, which is essential for training the model effectively.