An agent is built to extract customer feedback sentiment. You want to show the LLM how to classify it as ‘Positive’, ‘Neutral’, or ‘Negative’. Which few-shot design is most helpful?
Select an option, then click Submit answer.
- ○ Input: “The app is okay I guess.” → Output: “Text”
- ○ Input: “I love the new design, very intuitive!” Output: “Positive” Input: “Nothing special, just works.” Output: “Neutral” Input: “Terrible experience, won’t use again.” Output: “Negative”
- ○ List words like: “great, okay, bad” and map them to tone.
- ○ Use a multiple-choice table with numerical ratings from 1-5.