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  5. Few-Shot Prompting
Prompting & Interaction

Few-Shot Prompting

Few-shot prompting gives a model a small set of input-output examples before asking it to handle a new case.

Ask Melo about this← all terms

The demonstrations communicate the task, style, and format through the context rather than weight updates. Example quality, coverage, and ordering can strongly influence the result.

Related terms

Prompt CompressionPrompt EngineeringZero-Shot PromptingChain-of-Thought PromptingContext LengthToken

Where Few-Shot Prompting comes up

  • Zero-Shot vs Few-Shot vs Chain-of-Thought Prompting: Complete Guide 2026
  • Master Prompt Engineering with Claude: Complete Guide 2026