Prompt Engineering Prompt 五要素

Prompt Engineering

Prompt 五要素
Use Case

**Hacks **

• Let the model say “I don’t know” to prevent hallucinations
• Answer the following question only if you know the answer or can make a well-infgrmed guess; otherwise tell me you don’t know it.

• What was the heaviest hippo ever recorded?

• Give the model room to “think” before responding
  • Instruction:
    • When you reply, first find exact quotes in the FAl relevant to the user’s question and write them down word for word.
    • This is a space for you to write down relevant content and will not be shown to the user.
    • Once you are done extracting relevant quotes, answer the question.
• Break complex tasks into subtasks

  • Please follow these steps:

  • 1. Write three topic sentences arguing for ({STATEMENT}} •
  • 1. Write three topic sentences arguing against •
  • 1. Write an essay by expanding each topic sentence from Steps 1 and 2, and adding a conclusion to synthesize the answer.
• Iterating Tips:
  • Try different prompts to find what works best
  • When attempting few-shot learning, try also including direct instructions
  • Rephrase a direct instruction set to be more or less concise, e.g. taking a previous example of just saying “Translate.’ and expanding on the instruction to say “Translate from English to Spanish.”
  • Try different persona keywords to see how it affects the response style
  • Use fewer or more examples in your few-shot

AI SD 提示词要点