Prompt Engineering
Prompt engineering is a core skill for effective interaction with large language models, encompassing a complete methodology from basic design to advanced optimization.
Contents
| Topic | Description |
|---|---|
| Prompt Design Fundamentals | Zero-shot, few-shot, CoT, and other foundational prompt techniques |
| Advanced Prompt Techniques | Self-consistency, ToT, RAG-augmented prompts, DSPy |
| Prompt Security | Prompt injection defense, jailbreak protection, red teaming |
Learning Path
- Fundamentals — Master core prompt patterns and best practices
- Advanced Techniques — Learn automated prompt optimization and complex reasoning
- Security — Understand prompt security threats and defense strategies
Related Modules
- RAG Engineering — Retrieval-Augmented Generation
- LLMOps — Prompt version management and experiment tracking