Prompt Engineering 简明教程

Prompt Engineering - Ask Before Answer Prompts

在本章中，我们将探讨求问答示提示的概念，以及如何使用它来鼓励 ChatGPT 在提供答复之前向用户寻求澄清或附加信息。该技术可以提高 ChatGPT 答案的准确性和相关性，使其成为获取更精确信息和最大限度减少误解的宝贵工具。

In this chapter, we will explore the concept of Ask Before Answer Prompting and how it can be used to encourage ChatGPT to seek clarifications or additional information from users before providing responses. This technique can improve the accuracy and relevance of ChatGPT’s answers, making it a valuable tool for obtaining more precise information and minimizing misunderstandings.

What is Ask Before Answer Prompting?

求问答示提示涉及指导 ChatGPT 在生成答复之前向用户寻求澄清。这是通过设计提示来鼓励该模型提出问题以收集更多背景信息或明确用户意图的方式实现的。

Ask Before Answer Prompting involves instructing ChatGPT to seek clarification from users before generating a response. This is achieved by designing prompts in a way that encourages the model to ask questions to gather more context or specify the user’s intent.

Benefits of Ask Before Answer Prompting

求问答示提示提供了以下几个好处：

Ask Before Answer Prompting offers several benefits −

  1. Improved Precision − By prompting ChatGPT to ask questions, users can provide additional context, leading to more accurate and relevant responses.

  2. Enhanced User Interaction − The technique fosters a more dynamic and engaging conversation between users and ChatGPT.

  3. Better Understanding of Ambiguous Queries − Ask Before Answer Prompting helps resolve ambiguous queries, reducing the likelihood of the model making incorrect assumptions.

Implementing Ask Before Answer Prompting

Crafting the Prompts − 为了实施求问答示提示，请设计提示，鼓励 ChatGPT 在必要时寻求澄清。使用开放式问题或特定于上下文的提示，提示该模型提出后续问题。

Crafting the Prompts − To implement Ask Before Answer Prompting, design prompts that encourage ChatGPT to seek clarification when necessary. Use open-ended questions or context-specific prompts that prompt the model to ask follow-up questions.

以下是一个 example −

Here is an example −

User: How can I improve my writing skills?
ChatGPT: To provide tailored advice, could you let me know what type of writing you are interested in improving (e.g., creative writing, academic writing, technical writing)?
User: Recommend a good restaurant in New York City.
ChatGPT: Sure! What type of cuisine are you in the mood for, and do you have any dietary preferences?

Model Interaction − 当 ChatGPT 遇到求问答示提示时，它将通过提出问题来收集更多详细信息，或在提供完整答复之前向用户寻求澄清。

Model Interaction − When ChatGPT encounters Ask Before Answer prompts, it will respond by asking questions to gather more details or seek clarification from the user before providing a complete response.

看看以下 example −

Take a look at the following example −

User: How can I improve my writing skills?
ChatGPT: To provide tailored advice, could you let me know what type of writing you are interested in improving (e.g., creative writing, academic writing, technical writing)?
User: Academic writing.
ChatGPT: Excellent choice! Are you looking to improve your research paper writing or perhaps academic essays for specific subjects?

Providing Clarifications − 用户应回答该模型的后续问题以提供必要的背景信息。这使 ChatGPT 能够生成更多相关和精确的答案。这是一个 example −

Providing Clarifications − Users should respond to the model’s follow-up questions to provide the necessary context. This enables ChatGPT to generate more relevant and precise responses. Here is an example −

User: Recommend a good restaurant in New York City.
ChatGPT: Sure! What type of cuisine are you in the mood for, and do you have any dietary preferences?
User: I'm in the mood for Italian cuisine, and I'm a vegetarian.
ChatGPT: Perfect! For delicious Italian vegetarian options, I highly recommend "La Trattoria" in the heart of Manhattan. Their pasta dishes and vegetarian pizzas are exceptional!

Applications of Ask Before Answer Prompting

求问答示提示可以应用于各种场景：

Ask Before Answer Prompting can be applied in various scenarios −

  1. Information Retrieval − Use the technique to obtain more specific details from users when seeking information or recommendations.

  2. Problem-Solving − Encourage the model to ask follow-up questions to understand complex problems before generating solutions.

  3. Personalized Recommendations − Prompt ChatGPT to seek preferences and criteria from users to provide tailored suggestions.

Best Practices for Ask Before Answer Prompting

为了充分利用在回答前询问提示，请考虑以下最佳实践 −

To make the most of Ask Before Answer Prompting, consider the following best practices −

  1. Clear and Relevant Prompts − Craft prompts that are clear and directly related to the user’s query to elicit meaningful follow-up questions.

  2. Encourage Detailed Responses − Encourage users to provide detailed responses to the model’s questions to ensure the most accurate and helpful responses.

  3. Acknowledge User Input − Acknowledge the user’s response before asking further questions to maintain a conversational flow.

Conclusion

在本章中，我们探索了在回答前询问提示的概念，及其增强 ChatGPT 回复的准确性和相关性的潜力。

In this chapter, we explored the concept of Ask Before Answer Prompting and its potential to enhance the precision and relevance of ChatGPT’s responses.

通过设计鼓励模型寻求澄清的提示，企业和个人可以获得更准确且个性化的信息。当您将“在回答前询问提示”融入与 ChatGPT 的互动中时，您可以期待得到改进的准确性，以及更具互动性的用户体验。

By designing prompts that encourage the model to seek clarifications, businesses and individuals can obtain more accurate and personalized information. As you incorporate Ask Before Answer Prompting into your interactions with ChatGPT, you can expect improved accuracy and a more interactive user experience.