LESSON 2.2
Few-shot examples
Learn key techniques and workflows in Building AI Apps with LLMs.
4m
intermediate
20,928 students
Overview
Examples communicate format and edge-case handling far better than description. Two well-chosen ones usually beat a paragraph of instructions.
In this lesson you will:
- Show the format instead of describing it
- Choose examples that cover the tricky cases
- Watch for examples that bias the output
Pro Tip
Use caching and revalidation wisely to ensure your app stays fast and data remains fresh without unnecessary requests.