05 · Getting Models to Act
Zero / One / Few-shot
Examples given inside the prompt
How many examples you provide. Zero-shot = just ask. One-shot = one example first. Few-shot = several. More examples usually improve accuracy on tricky or unusual tasks.
Concrete example
Show three examples of the exact output format you want and the model reliably matches it on the fourth.