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📝 What is prompt
Prompt is the natural language text describing the task that an AI should perform.Prompting engineer is the process of structuring an instruction that can be interpreted and understood by a generative AI model. —wikipedia
clear and specific
assign the role to the ChatGPT
From my view, the prompt is a description to guide AI to preciser answer. How to get a good promt? It's a process of constant experimentation.
I use prompt to create a Apple developer teacher to help me study and develop Application. This is the conclusion from my practice
- use second person
- clear guide
- The type of question
- The corresponding answer structure to the specified question type
analogy
I’m try to develop a MacOS application. If you don’t know how to describe your requirement. You can try analogy.
This is a example.
suppose you plan to develop a Todo List application.
You can tell the robot, you want to develop the application which is similar to the todo application in the iPhone. Could you give me a example?
- Instruction:clear and specific
- Context:act as
- input data:
- out put indicator:
Few-shot prompting
Let’s think step by step
These are the best practice from poe creater.
Best practices for text generation prompts
Address the bot in second person instead of third person.
Be as clear as possible to reduce the room for mis-interpretation.
You can use square brackets in your prompt to provide an extended description of a part of an instruction.
Using markdown can sometimes help the bot better comprehend complicated instructions
Conclusion
Reference
Prompt-Engineering-Guide
dair-ai • Updated Jul 4, 2024