QuestionQ138

VerifiedSolution Design

An agent is designed to extract sentiment from customer feedback. You want to demonstrate to the LLM how to classify feedback as ‘Positive’, ‘Neutral’, or ‘Negative’. Which few-shot design is most useful?

Explanation

Effective few-shot prompting provides labeled examples that mirror the desired task and output format. Demonstrations covering positive, neutral, and negative feedback, each paired with its exact target label, establish the intended classification behavior.

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