Data Processing

Pattern

AI SDK Prompt Few-Shot Editor

Create and test prompts with few-shot examples. Evaluate AI responses and tune model performance through experimentation.

IntermediateOct 2025View the full pattern on desktop
AI SDK Prompt Few-Shot Editor preview

Problems solved

  • Author few-shot prompts with editable input/output examples
  • Generate improved example sets with structured AI suggestions
  • Test extraction and classification prompts against sample cases
  • Step through setup, examples, improvement, and evaluation

Use cases

  • Few-shot prompt workshops
  • Support ticket classifier prompt design
  • Structured data extraction prompt tuning
  • Teaching example-driven prompting with the AI SDK

Tags

aiprompt-engineeringfew-shotvercel-ai-sdk

Environment variables

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