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ChatGPT Prompt Engineer
Guidelines
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
Tactic 4: "Few-shot" prompting
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
Tactic 1: Specify the steps required to
complete a task
Tactic 1: Specify the steps required to
complete a task (Cont.)
Tactic 2: Instruct the model to work out its own solution
before rushing to a conclusion
Iterative
Generate a marketing product description
from a product fact sheet
Issue 1: The text is too long
Issue 2. Text focuses on the wrong details
Issue 3. Description needs a
table of dimensions
Summarizing
Summarize with a
word/sentence/character limit
Summarize with a focus on shipping and
delivery
Summarize with a focus on price and value
Try "extract" instead of "summarize"
• General summary but less
Inferring
Sentiment
Tripple quote
Sentiment
Sentiment
Tripple quote
Sentiment
Options
Emotion
Tripple quote
Emotion
Anger
Tripple quote
Anger
Extract product and company name from
customer reviews
Tripple quote
Task
Formats
Inferring topics
Infer 5 topics
Translation
ChatBot
ChatGPT_Prompts.pptx

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