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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

文件内容时间
Day 1day1_system_prompt.pySystem Prompt 设计30min
Day 2day2_few_shot.pyFew-Shot 示例引导30min
Day 3day3_chain_of_thought.pyCoT 分步推理30min
Day 4day4_structured_output.py结构化输出(JSON)30min
Day 5day5_function_calling.pyFunction Calling30min
Day 6-7day67_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