Few-Shot Prompting

Few-shot prompts involve a few examples to improve the model’s output quality. You’re giving it more context and background for a specific task. This works when you want to achieve specific output that the model might not be able to produce based on its general training alone.

Example

Classify the following data as people or company.

Data: ACME Co.
Category: company
Data: John Doe
Category: people
Data: Jane & John Doe
Category: people
Data: ABC LLC
Category: company

Data: Jane and John Doe
Category: