2.4
Module 2 · Prompt Engineering Mastery
Few-Shot & Zero-Shot Strategies
Teaching AI by example. Learn when to provide examples (few-shot), when to go without (zero-shot), and how to choose the right strategy for each task.
Example Injector Tool
Strategy Decision Tree
Example Injector Tool
See how adding examples transforms AI output quality. Select a task, then compare zero-shot, one-shot, and few-shot prompting side by side.
Assembled Prompt
AI Output
Build Your Own Few-Shot Prompt
Craft your own few-shot prompt. Add examples, write a test input, and copy the assembled prompt to use with any AI model.
Start typing above to see your prompt assembled here...
Strategy Decision Tree
Click through the tree to find the best prompting strategy for your task. Each leaf shows a concrete example prompt you can adapt.
What type of task?
Example Prompt