Common Prompting Techniques:
- Zero-Shot Prompting: Just a simple prompt containing instructions.
- Few-Shot Prompting: A prompt that includes a few examples to help guide the response.
- Chain-of-Thought (CoT) Prompting: A prompt that instructs the model to do some reasoning before giving an answer.
- Task-Specific and Critique Prompting: Custom prompts created for a specific task or to critique and refine responses.
- Common Chain of Thought process may not work for reasoning models
https://www.prompthub.us/blog/prompt-engineering-with-reasoning-models
RAG Reference Metrics