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。
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。
Benefits of Ask Before Answer Prompting
求问答示提示提供了以下几个好处：
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Improved Precision − 通过提示 ChatGPT 提问，用户可以提供更多背景信息，从而生成更准确和相关的答案。
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Enhanced User Interaction − 该技术促进了用户和 ChatGPT 之间更动态和引人入胜的对话。
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Better Understanding of Ambiguous Queries − 求问答示提示有助于解决模棱两可的疑问，从而降低该模型做出不正确假设的可能性。
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。
以下是一个 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。
看看以下 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 −
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：
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Information Retrieval − 在寻求信息或建议时，使用该技术从用户那里获取更具体的信息。
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Problem-Solving − 鼓励模型提出后续问题以在生成解决方案之前了解复杂问题。
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Personalized Recommendations − 提示 ChatGPT 从用户处寻求偏好和标准为量身定制的建议。