Advanced Prompt Engineering Techniques

Explore advanced prompting techniques including Chain-Of-Thought, Tree-Of-Thought, and more.

Introduction

• Prompting to make AI systems more useful
• How to use the exercise files

1. Prompting Techniques

• Reference prompting
• Zero-shot and few-shot prompting
• Chain-of-thought (CoT) prompting
• Take a deep breath and work step by step
• Generated knowledge prompting
• Tree-of-thought (ToT) prompting
• Directional stimulus prompting
• Chain-of-density (CoD) prompting