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Zero Shot vs Few Shot Prompting

GPTClaudeDeepSeek··▲ 1,326 copies·updated 2026-07-14

zero-shot-vs-few-shot-prompting.prompt

# Chapter 4: Zero-Shot vs. Few-Shot Prompting

## 4.1 Introduction

One of the most important design choices in prompt engineering is deciding whether to provide examples.

- Zero-shot prompting gives only instructions.
- Few-shot prompting gives instructions plus examples.

Choosing correctly affects quality, consistency, speed, and cost.

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## 4.2 Quick Definitions

### Zero-Shot Prompting
You ask the model to perform a task without showing examples.

### Few-Shot Prompting
You include a small number of examples (usually 1-5) demonstrating the expected input-output pattern.

when to use it

Community prompt sourced from the open-source GitHub repo sehgalrishabh/Gen-AI-Prompt-Engineer-101 (no explicit license). A "Zero Shot vs Few Shot Prompting" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.