Prompting Techniques

17 Prompting Techniques

1. Zero-shot Prompting 

2. Few-shot Prompting 

3. Chain-of-Thought Prompting 

4. Self-Consistency

5. Generate Knowledge Prompting

6. Prompt Chaining

7. Tree of Thoughts

8. Retrieval Augmented Generation

9. Automatic Reasoning and Tool-use

10. Automatic Prompt Engineer

11. Active-Prompt

12. Directional Stimulus Prompting 

13. Program-Aided Language Models

14. ReAct

15. Reflexion

16. Multimodal CoT

17. Graph Prompting