Prompt Engineering for ChatGPT
Effective Queries
1st Edition
Published on 15. July 2024
160 pages
978-1-5015-1889-8 (ISBN)
Description
- Comprehensive guide to prompt engineering for ChatGPT, covering foundational principles and advanced techniques.
- Real-world examples and case studies showcasing the impact of well-crafted prompts
This book provides a structured framework for exploring various aspects of prompt engineering for ChatGPT, from foundational principles to advanced techniques, real-world applications, and ethical considerations. It aims to guide readers in effectively harnessing the capabilities of ChatGPT through well-crafted prompts to achieve their goals. The digital age has ushered in a new era of communication, one where the boundaries between human and machine are becoming increasingly blurred. Artificial Intelligence (AI) technology, in its relentless evolution, has given rise to remarkable language models that can understand and generate human-like text. "Prompt Engineering for ChatGPT," demystifies the intricacies of this ground breaking technology, offering insights and strategies to harness its capabilities.
- Real-world examples and case studies showcasing the impact of well-crafted prompts
This book provides a structured framework for exploring various aspects of prompt engineering for ChatGPT, from foundational principles to advanced techniques, real-world applications, and ethical considerations. It aims to guide readers in effectively harnessing the capabilities of ChatGPT through well-crafted prompts to achieve their goals. The digital age has ushered in a new era of communication, one where the boundaries between human and machine are becoming increasingly blurred. Artificial Intelligence (AI) technology, in its relentless evolution, has given rise to remarkable language models that can understand and generate human-like text. "Prompt Engineering for ChatGPT," demystifies the intricacies of this ground breaking technology, offering insights and strategies to harness its capabilities.
More details
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
US School Grade: College Graduate Student
Illustrations
5 s/w Tabellen, 20 Abbildungen
5 Tables, black and white; 20 Illustrations, black and white
File size
6,24 MB
ISBN-13
978-1-5015-1889-8 (9781501518898)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
E-Book
07/2024
1st Edition
Mercury Learning and Information
€40.25
Available for download
Mehrzad Tabatabaian
Prompt Engineering Using ChatGPT
Crafting Effective Interactions and Building GPT Apps
Book
06/2024
1st Edition
De Gruyter
€40.25
Available immediately
Person
Mehrzad Tabatabaian (PhD, PEng) is currently Chair of the BCIT School of Energy Research Committee. He has published several papers for scientific journals and has written textbooks on multiphysics modelling and thermodynamics. He holds several registered patents in the energy field and teaches courses in renewable energy.
Content
- Cover
- Half Title
- Title
- Copyright
- Dedication
- Contents
- Preface
- Introduction
- History of LLM and GPT
- About the Author
- Chapter 1: Foundations Of Prompts
- 1.1 The Role of Prompts in Interacting with ChatGPT
- 1.2 Anatomy of a Well-Constructed Prompt
- The Essence of Clarity and Specificity
- Harnessing the Power of Context
- Avoiding Leading or Biased Language
- 1.3 Exploring Different Prompt Styles
- Interrogative Prompts: Seeking Direct Answers
- Imperative Prompts: Issuing Commands
- Declarative Prompts: Providing Context or Information
- Conversational Prompts: Fostering Dialogue
- 1.4 Prompt Examples and Analysis
- Engineering and Technical Fields
- Creative Writing and Content Generation
- Healthcare and Medical Research:
- Conversational AI and Virtual Assistants:
- Educational and Learning Applications:
- Role-Goal-Context Style:
- Chapter 2: Crafting Contextual Prompts
- 2.1 Leveraging Context for More Relevant Responses
- 2.2 Harnessing Prior Chat Turns for Smooth Conversations
- 2.3 Incorporating the User's Name and Details for Personalization
- Chapter 3: Asking Specific Questions
- 3.1 Techniques for Asking Clear and Direct Questions
- 3.2 Navigating Ambiguity: How to Get Precise Answers
- The Ambiguity Conundrum
- 3.3 Uncovering Hidden Information with Well-Formed Queries
- Chapter 4: Providing Constraints And Guidelines
- 4.1 Setting Constraints for Desired Output
- The Role of Constraints in AI Interaction
- 4.2 Ensuring Ethical and Responsible Responses
- Ethics in AI: A Fundamental Imperative
- 4.3 Combining Constraints for Tailored Content
- The Synergy of Multiple Constraints
- Chapter 5: Creative Prompts For Diverse Content
- 5.1 Inspiring Creative Writing with Open-Ended Prompts
- Fostering Creativity Through Openness
- 5.2 Generating Poetry, Stories, and Dialogues
- AI as a Creative Muse
- 5.3 Using Prompts to Generate Ideas and Concepts
- Prompts as Creative Catalysts
- 5.4 Exploring Creativity through Multimodal Prompts
- The Power of Multimodal Creativity
- Chapter 6: Debugging And Iterating Prompts
- 6.1 Interpreting and Analyzing Model Responses
- Deciphering Model Outputs
- 6.2 Identifying Misunderstandings and Errors
- The Challenge of Misunderstandings
- 6.3 Strategies for Iterating and Improving Prompts
- The Iterative Prompt Refinement Cycle
- Chapter 7: Advanced Prompt Engineering
- 7.1 Using Temperature, Top-p, and Max Tokens for Control
- Temperature: Modulating Creativity
- Top-p (Nucleus Sampling): Ensuring Relevance
- Max Tokens: Limiting Response Length
- 7.2 Incorporating Conditional Logic in Prompts
- Conditional Logic: Steering Model Responses
- 7.3 Dynamic Prompts for Interactive Experiences
- Chapter 8: Effective Use of Prompts and GPT-4 With Plugins
- 8.1 An Introduction to Plugins
- 8.2 Integrating Plugins for Enhanced AI Conversations
- How To Get Plugins
- 8.3 Benefits of Using Plugins
- 8.4 Popular ChatGPT/GPT-4 Plugins
- Chapter 9: Real-World Applications
- 9.1 Applying Prompt Engineering in Customer Support
- Enhancing Customer Support with Prompt Engineering
- 9.2 Generating Content for Social Media and Marketing
- Transforming Social Media with AI-Powered Content
- 9.3 Educational Use Cases: Teaching and Learning with ChatGPT
- Transforming Education with AI-Powered Chatbots
- 9.4 Business Applications
- Enhancing Business Operations with AI Chatbots
- 9.5 Technical and Engineering Applications
- Chapter 10: Future Trends and Ethical Considerations
- 10.1 The Evolving Landscape of AI-Generated Content
- The Unfolding Revolution of AI-Generated Content
- 10.2 Addressing Bias and Fairness in Prompts and Responses
- The Perils of Bias in AI-Generated Content
- 10.3 Ethical Considerations for Prompt Engineering
- Ethical Imperatives in Prompt Engineering
- Chapter 11: GPTS and GPT Application Builder
- 11.1 New Features Announced with GPTs
- 11.2 How to Build GPTs
- 11.3 Example 1- A GPT App for Coloring Pages
- 11.4 Example 2- A GPT App for Story Writers
- 11.5 Winding down the ChatGPT plugins
- 11.5.1 Case Study 1: Prompt Professor
- 11.5.2 Case Study 2: Wolfram
- 11.5.3 Case Study 3: Scholar GPT
- 11.5.4 Case Study 4: Finance Wizard
- 11.5.5 Case Study 5: The Designer's Mood Board
- 11.6 The Future of GPTs and GPT Builder
- Appendix A: Miscellaneous Topics
- A.1 Topics for Future Research and Development in AI
- A.2 Teaching with AI
- Your Personal Interactive Tutor
- A.3 Multimodal GPT-4 with Voice and Image as Prompts
- TopAI.Tools
- A.4 Common Pitfalls and Solutions
- Appendix B: Glossary
- References
- Index
