Few-Shot Prompting
"A method of providing a small set of examples to a model to guide its output style and logical constraints."
Practical Usage
Few-shot prompting is one of the most reliable ways to control model output structure and tone. By showing the model 3 to 5 examples of ideal input-output pairs, you align its reasoning process with your expectations without having to run expensive training or fine-tuning workflows.
How it Works
Structure the prompt with alternating <example-input> and <example-output> tags. Ensure the examples represent diverse scenarios to avoid overfitting the model's output to a single template.
Author Note
"We use few-shot prompting to teach our formatting tools the difference between casual writing and our specific technical voice. Showing works ten times better than explaining."