1. ChatGPT Prompt Engineer

2. Guidelines

3. Principle 1: Write clear and specific
instructions
• Use delimiters to clearly indicate distinct parts of the input
• Ask for a structured output
• Ask the model to check whether conditions are satisfied
• "Few-shot" prompting

7. Tactic 4: "Few-shot" prompting

8. Principle 2: Give the model time to “think”
• Tactic 1: Specify the steps required to complete a task
• Tactic 2: Instruct the model to work out its own solution before
rushing to a conclusion

9. Tactic 1: Specify the steps required to
complete a task

10. Tactic 1: Specify the steps required to
complete a task (Cont.)

11. Tactic 2: Instruct the model to work out its own solution
before rushing to a conclusion

12. Iterative

13. Generate a marketing product description
from a product fact sheet

14. Issue 1: The text is too long

15. Issue 2. Text focuses on the wrong details

16. Issue 3. Description needs a
table of dimensions

18. Summarizing

19. Summarize with a
word/sentence/character limit

20. Summarize with a focus on shipping and
delivery

21. Summarize with a focus on price and value

22. Try "extract" instead of "summarize"
• General summary but less

23. Inferring

24. Sentiment
Tripple quote
Sentiment

25. Sentiment
Tripple quote
Sentiment
Options

26. Emotion
Tripple quote
Emotion

27. Anger
Tripple quote
Anger

28. Extract product and company name from
customer reviews
Tripple quote
Task
Formats

29. Inferring topics

30. Infer 5 topics

31. Translation

33. ChatBot