Week 4: Prompt Engineering 实战
目标:掌握 Prompt Engineering 核心技巧,能让 LLM 稳定输出预期结果
学习安排
| 天 | 文件 | 内容 | 时间 |
|---|---|---|---|
| Day 1 | day1_system_prompt.py | System Prompt 设计 | 30min |
| Day 2 | day2_few_shot.py | Few-Shot 示例引导 | 30min |
| Day 3 | day3_chain_of_thought.py | CoT 分步推理 | 30min |
| Day 4 | day4_structured_output.py | 结构化输出(JSON) | 30min |
| Day 5 | day5_function_calling.py | Function Calling | 30min |
| Day 6-7 | day67_code_reviewer.py | 综合练习:代码审查助手 | 60min |
环境准备
cd docs/14-AI/week4-prompt-engineering
python -m venv .venv && source .venv/bin/activate
pip install openai pydantic python-dotenv