Short Answer
A prompting technique that provides several examples to guide the AI's response.
Few-shot prompting provides multiple examples (typically 2-5) to demonstrate the desired output format,
style, or approach. This technique helps the AI understand patterns and produce more consistent results.
Benefits of few-shot prompting:
- Better consistency: Multiple examples establish clear patterns
- Improved accuracy: Examples reduce ambiguity
- Faster iteration: Less need for multiple attempts
- Pattern recognition: AI learns from multiple examples
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Examples
Email Writing
Providing multiple email examples to guide tone and style.
Write a professional email based on these examples:
Example 1: "I hope this email finds you well. I wanted to follow up on our recent discussion..."
Example 2: "Thank you for your time yesterday. I appreciate the opportunity to discuss..."
Now write a similar email about scheduling a meeting.
Thank you for your time during our call last week. I appreciate the opportunity to discuss the project details...
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Best Practices
- Use 2-5 examples for best results
- Ensure examples are consistent in style and format
- Make examples relevant to your specific use case
- Use diverse examples to cover different scenarios
- Keep examples concise but complete
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Use Cases
- Content generation
- Format specification
- Style guidance
- Process demonstration
- Quality standards