Everything you need to know about Chain of Thought prompting

Check out the Chain of Thought prompt templates linked below and happy prompting!


Prompting Guides
Our Chain of Thought prompting Guide
https://www.prompthub.us/blog/chain-o...

Few Shot prompting Guide:
https://prompthub.us/blog/the-few-sho...

Step-Back prompting:
https://www.prompthub.us/blog/a-step-...

Analogical prompting:
https://www.prompthub.us/blog/using-a...

Self-Consistency prompting:
https://www.prompthub.us/blog/self-co...

Research papers
Original Chain of Thought research paper
https://arxiv.org/pdf/2201.11903

Automatic Chain of Thought paper
https://arxiv.org/pdf/2210.03493


Templates

Zero-Shot Chain of Thought prompt template
https://app.prompthub.us/templates/2693

Few-Shot Chain of Thought prompt template
https://app.prompthub.us/templates/2695

Self-Consistency prompt template
https://app.prompthub.us/templates/2330

Step-Back prompting prompt template
https://app.prompthub.us/templates/804

Analogical prompting prompt template
https://app.prompthub.us/templates/1410

Thread-of-Thought prompt template
https://app.prompthub.us/templates/2687

Contrastive Chain of Thought prompt template
https://app.prompthub.us/templates/2512

Faithful Chain of Thought prompt template
https://app.prompthub.us/templates/2698

Tabular Chain of Thought prompt template
https://app.prompthub.us/templates/2699