ChatGPT中的“有效提问”是业余水平

The concept of 'prompt engineering' is often associated with asking AI questions effectively, but this perspective is limited to chat users. For developers, prompting is about programming the model's behavior. Various prompting techniques learned while developing side projects are summarized, including Zero-shot, Few-shot, and Chain-of-Thought. Zero-shot involves giving a task without examples, suitable for known tasks; Few-shot provides several examples to enhance understanding; Chain-of-Thought specifies step-by-step reasoning to improve accuracy in complex tasks. Finally, ReAct is introduced as an evolved version of Chain-of-Thought, emphasizing the processes of thinking, acting, and observing.