Few-Shot Editor

Build few-shot prompt engineering workflows with the Vercel AI SDK where example-guided prompts dramatically improve output quality. This pattern lets you curate and manage example pairs that train the model on your specific task format without fine-tuning.

• Consistent brand voice for AI-generated marketing copy
• Domain-specific formatting for technical or legal document generation
• Custom classification labels trained from your own examples
• Style matching for content that needs to sound like specific authors or brands