Prompt Engineering for Chatgpt (4)

Few-Shot Prompt : 

Few-shot Examples with Intermediate Steps:


We can use this pattern for the costume service.


Chain of Thought Prompting: 

Add reasoning/your thoughts when providing examples to Chatgpt 





ReAct (Reason+Act) Prompting:


Tech essentially the LLM how to think through a process and understand steps where it needs to go and use some other toll to take some other action outside of it.




The system is learning to choose the right tools at the right time to solve problems effectively. It can be integrated with other tools through well-designed prompts, enabling more complex automation. One popular framework for building such systems is LangChain, which uses React under the hood to support these advanced capabilities


Using Large Language Models to Grade Each Other




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