- Home
- Introduction
- Role of Prompts in AI Models
- What is Generative AI?
- NLP and ML Foundations
- Common NLP Tasks
- Optimizing Prompt-based Models
- Tuning and Optimization Techniques
- Pre-training and Transfer Learning
- Designing Effective Prompts
- Prompt Generation Strategies
- Monitoring Prompt Effectiveness
- Prompts for Specific Domains
- ChatGPT Prompts Examples
- ACT LIKE Prompt
- INCLUDE Prompt
- COLUMN Prompt
- FIND Prompt
- TRANSLATE Prompt
- DEFINE Prompt
- CONVERT Prompt
- CALCULATE Prompt
- GENERATING IDEAS Prompt
- CREATE A LIST Prompt
- DETERMINE CAUSE Prompt
- ASSESS IMPACT Prompt
- RECOMMEND SOLUTIONS Prompt
- EXPLAIN CONCEPT Prompt
- OUTLINE STEPS Prompt
- DESCRIBE BENEFITS Prompt
- EXPLAIN DRAWBACKS PROMPT
- SHORTEN Prompt
- DESIGN SCRIPT Prompt
- CREATIVE SURVEY Prompt
- ANALYZE WORKFLOW Prompt
- DESIGN ONBOARDING PROCESS Prompt
- DEVELOP TRAINING PROGRAM Prompt
- DESIGN FEEDBACK PROCESS Prompt
- DEVELOP RETENTION STRATEGY Prompt
- ANALYZE SEO Prompt
- DEVELOP SALES STRATEGY Prompt
- CREATE PROJECT PLAN Prompt
- ANALYZE CUSTOMER BEHAVIOR Prompt
- CREATE CONTENT STRATEGY Prompt
- CREATE EMAIL CAMPAIGN Prompt
- ChatGPT in the Workplace
- Prompts for Programmers
- HR Based Prompts
- Finance Based Prompts
- Marketing Based Prompts
- Customer Care Based Prompts
- Chain of Thought Prompts
- Ask Before Answer Prompts
- Fill-In-The-Blank Prompts
- Perspective Prompts
- Constructive Critic Prompts
- Comparative Prompts
- Reverse Prompts
- Social Media Prompts
- Advanced Prompt Engineering
- Advanced Prompts
- New Ideas and Copy Generation
- Ethical Considerations
- Do's and Don'ts
- Useful Libraries and Frameworks
- Case Studies and Examples
- Emerging Trends
- Prompt Engineering Useful Resources
- Quick Guide
- Useful Resources
- Discussion
Prompt Engineering - Ask Before Answer Prompts
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?
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
Ask Before Answer Prompting offers several benefits −
Improved Precision − By prompting ChatGPT to ask questions, users can provide additional context, leading to more accurate and relevant responses.
Enhanced User Interaction − The technique fosters a more dynamic and engaging conversation between users and ChatGPT.
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 − 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.
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 − 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.
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 − 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
Ask Before Answer Prompting can be applied in various scenarios −
Information Retrieval − Use the technique to obtain more specific details from users when seeking information or recommendations.
Problem-Solving − Encourage the model to ask follow-up questions to understand complex problems before generating solutions.
Personalized Recommendations − Prompt ChatGPT to seek preferences and criteria from users to provide tailored suggestions.
Best Practices for Ask Before Answer Prompting
To make the most of Ask Before Answer Prompting, consider the following best practices −
Clear and Relevant Prompts − Craft prompts that are clear and directly related to the user's query to elicit meaningful follow-up questions.
Encourage Detailed Responses − Encourage users to provide detailed responses to the model's questions to ensure the most accurate and helpful responses.
Acknowledge User Input − Acknowledge the user's response before asking further questions to maintain a conversational flow.
Conclusion
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.
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.