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AI 201: Leading by Example (Few-Shot Prompting)

Employ few-shot examples and templates to guide AI toward desired output formats and styles

Beyond giving direct instructions, one of the most precise ways to control an AI's output is to show it exactly what you want. This technique, known as "few-shot prompting," involves providing examples of the desired input-to-output transformation within your prompt. The AI learns the pattern from your examples and applies it to your new query.

Related topics

 

  • Iterate effectively: refine prompts based on outputs, request revisions, and build on previous responses
  • Troubleshoot poor outputs by rephrasing prompts, adding examples, or breaking requests into steps
  • Use role-based prompting and persona assignment to shape tone, perspective, and depth

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