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| chat gpt prompt engineering: The Secrets of ChatGPT Prompt Engineering for Non-Developers Cea West, Become a prompt engineer with the help of this practical guide. With broad applicability across various topics such as copywriting, SEO, book writing, fiction, and non-fiction, this comprehensive guide provides valuable insights for anyone interested in exploring the art of prompt engineering. Learn practical strategies to monetize your use of ChatGPT while enhancing your writing and communication skills. Boost the efficiency and productivity of content creation by implementing the actionable knowledge gained from this book. |
| chat gpt prompt engineering: Prompt Engineering Using ChatGPT Mehrzad Tabatabaian, 2024-05-22 This book is designed for mastering the art and science of prompt engineering in the realm of artificial intelligence. It provides a thorough exploration of the fundamental principles, practical techniques, and real-world applications of prompt engineering, with a special focus on ChatGPT and its advanced iterations, including GPT-4 and GPT plug-ins. You will learn the essential role of prompts in interacting with ChatGPT, understand the anatomy of a well-constructed prompt, and explore different prompt styles. The book also shows how to set constraints and guidelines to steer AI responses toward desired outcomes and ensure ethical and responsible interactions. Whether you're a novice of generative AI or seeking advanced insights, this book is your companion for mastering prompt engineering and building innovative GPT applications. FEATURES: Discusses the fundamental groundwork for understanding prompts, their role in guiding AI models, and their impact on the quality of generated responses Provides real-world applications demonstrating how prompt engineering is applied across various domains, from customer support and education to business and technical fields Includes a chapter on GPT-4 Plugins showing how to extend the capabilities of GPT-4 and create more versatile AI-powered applications Describes techniques for formulating clear and direct questions to obtain precise answers from AI models |
| chat gpt prompt engineering: Prompt Engineering and ChatGPT Russel Grant, 2023-11-24 |
| chat gpt prompt engineering: Prompt Engineering for Everyone David Scott Bernstein, 2023-08-15 **Discover the Power of Prompt Engineering to Unlock ChatGPT**Unlock the full potential of ChatGPT and AI-language models with *Prompt Engineering for Everyone*, a groundbreaking guide co-authored by ChatGPT itself. This comprehensive book takes you on a transformative journey into the realm of AI language models, providing practical techniques to craft compelling prompts and revolutionize your interactions with artificial intelligence.From essential prompt writing skills to advanced techniques, this book equips you with the tools to optimize and evaluate prompts, tackle complex topics, and leverage multiple types of prompts. Gain clarity and precision in your AI interactions by learning the art of crafting clear and effective prompts, while understanding the ethics of prompt writing.Step into the future of AI technology with visionary concepts and stay ahead in the rapidly evolving landscape of prompt engineering. Explore the bonus pack for essential prompts and elevate your prompt engineering skills. Get ready to unlock a world of endless possibilities with ChatGPT and prompt engineering! Learn more at https://passprog.com. |
| chat gpt prompt engineering: ChatGPT Prompt Engineering Mastery Playbook Dwayne Anderson, 2023-05-08 ChatGPT Prompt Engineering Mastery Playbook - 1000+ Prompts Dor Sales And Marketing is a comprehensive guide to using prompts for sales and marketing purposes. The book covers a wide range of topics related to sales and marketing, such as mastering sales and marketing frameworks, maximizing conversion and engagement, boosting lead generation and sales, taking your marketing to the next level, building your brand, and aligning sales and marketing. In addition to these broad topics, the book includes specific prompts for analyzing business challenges, conducting market research for new leads, analyzing market trends, conducting keyword research for content marketing, collaborating with team members, creating email marketing campaigns, conducting business analysis, collaborating with influencers, creating customer service templates, analyzing customer behavior, and conducting A/B testing. The book's approach is unique in that it focuses on using prompts to help readers develop their own customized solutions to various sales and marketing challenges. By providing a wide range of prompts for different aspects of the sales and marketing process, the book empowers readers to create their own unique strategies tailored to their business needs. The prompts are designed to help readers think creatively and come up with innovative solutions to common sales and marketing problems. By using the prompts, readers can develop a deeper understanding of their customers, improve their marketing strategies, and ultimately increase their sales and revenue. Overall, the ChatGPT Prompt Engineering Playbook Series provides a comprehensive guide to using 1000 prompts for sales and marketing purposes , a good enhanced copy to the recent 1st book titled 500+Prompts for Productivity. By covering a wide range of topics and providing specific prompts for different aspects of the sales and marketing process, the book empowers readers to develop their own customized solutions to common business challenges. Whether you are a seasoned sales and marketing professional or just starting out, this book provides valuable insights and practical guidance for achieving success in the ever-changing world of sales and marketing. |
| chat gpt prompt engineering: Prompt Engineering Chika, 2023-06 Unlock the power of AI and transform your online income with ChatGPT Prompt Engineering! This comprehensive guide equips you with the tools and techniques to create exceptional content and generate revenue using ChatGPT effortlessly. This book has: Proven strategies for maximizing your income potential with AI-powered content creation. Secrets to crafting compelling prompts that produce precise, high-quality content. Expert insights from an IT professional already leveraging prompt engineering for success. Crucial tips to avoid common pitfalls and mistakes that could derail your prompt engineering efforts. Lucrative opportunities in paid content creation through AI technology. Access to over 100 downloadable, ready-to-use prompts. And much more! Stand out from the competition with this cutting-edge guide: In ChatGPT Prompt Engineering, you'll receive a step-by-step blueprint to: Generate passive income streams that continually reward your efforts. Research, develop, and promote captivating content in mere seconds. Delight clients with rapid turnaround times and exceptional content quality (with minimal effort!). Reclaim valuable time to focus on what truly matters in your life and business. In today's digital landscape, businesses are investing heavily in engaging articles, blogs, and social media marketing. With ChatGPT, you can excel in these areas-even without prior experience. Seize this opportunity to outperform existing providers while expending minimal effort. |
| chat gpt prompt engineering: Prompt Engineering Using ChatGPT Mehrzad Tabatabaian, 2024-06-17 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. |
| chat gpt prompt engineering: Chat GPT Prompt Engineering With Tech Trends Atheer Mahir, 2023-04-11 Welcome to ChatGPT Prompt Engineering With Tech Trends, A Comprehensive Guide to Emerging Technologies your ultimate guide to the cutting-edge world of emerging technologies. Written by an experienced academic professional with over 25 years in the field, this book offers a comprehensive exploration of the latest advancements in AI, programming, web3, security, and more. Inside, you'll uncover the intricacies of AI-assisted programming, the power of GPT-4, and the art of prompt engineering, a skill that can elevate your ChatGPT interactions to new heights. We'll also delve into Ethereum merge, decentralized internet, cross-platform app compatibility, and the ever-evolving digital marketplaces. Designed with both beginners and seasoned tech enthusiasts in mind, this book takes a step-by-step approach, explaining complex concepts in an easy-to-understand manner. Our hands-on examples and practical insights will empower you to stay ahead in this rapidly changing industry. Dive into the exciting realm of emerging technologies and embrace the future with confidence. Join us on this journey and unlock the full potential of the tech world today! |
| chat gpt prompt engineering: Mastering ChatGPT Prompt Engineering Igor Balk, 2023-06 |
| chat gpt prompt engineering: The Quick Guide to Prompt Engineering Ian Khan, 2024-03-19 Design and use generative AI prompts that get helpful and practical results In The Quick Guide to Prompt Engineering, renowned technology futurist, management consultant, and AI thought leader Ian Khan delivers a practical and insightful discussion on taking the first steps in understanding and learning how to use generative AI. In this concise and quick start guide, you will learn how to design and use prompts to get the most out of Large Language Model generative AI applications like ChatGPT, DALL-E, Google’s Bard, and more. In the book, you’ll explore how to understand generative artificial intelligence and how to engineer prompts in a wide variety of industry use cases. You’ll also find thoughtful and illuminating case studies and hands-on exercises, as well as step-by-step guides, to get you up to speed on prompt engineering in no time at all. The book has been written for the non-technical user to take the first steps in the world of generative AI. Along with a helpful glossary of common terms, lists of useful additional reading and resources, and other resources, you’ll get: Explanations of the basics of generative artificial intelligence that help you to learn what’s going on under the hood of ChatGPT and other LLMs Stepwise guides to creating effective, efficient, and ethical prompts that help you get the most utility possible from these exciting new tools Strategies for generating text, images, video, voice, music, and other audio from various publicly available artificial intelligence tools Perfect for anyone with an interest in one of the newest and most practical technological advancements recently released to the public, The Quick Guide to Prompt Engineering is a must-read for tech enthusiasts, marketers, content creators, technical professionals, data experts, and anyone else expected to understand and use generative AI at work or at home. No previous experience is required. |
| chat gpt prompt engineering: Increasing Productivity with Prompt Engineering Alex Stirling, 2024-01-10 Increasing Productivity with Prompt Engineering |
| chat gpt prompt engineering: Hands-On Prompt Engineering Apurv Sibal, Paramdeep Singh, Rohit Khandekar, 2024-02-28 A comprehensive introduction to the fundamentals of prompt engineering with ChatGPT Hands-On Prompt Engineering is a practical and essential resource for any professional looking to implement AI in their business. This book teaches you the basics of prompt engineering, which lets you program ChatGPT to perform tasks. It focuses on business applications of AI and walks you through the process of implementing techniques and algorithms using available software tools. You’ll also learn the approaches and best practices that have led to success for leaders in this area. Prompt engineering differs from the process of coding traditional queries in a few key ways. With prompt engineering, task descriptions are formulated as questions, so the description of the task is embedded in the input given to the AI. Additionally, some language models can be trained to complete tasks using information contained in the prompts (prompt-based learning). Hands-On Prompt Engineering teaches you to work with these and pretrained models using Python code. Learn what types of AI language model tasks can be productively automated through prompt engineering Use Python to program OpenAI’s ChatGPT3 and add business value Discover the best practices and proven techniques in the emerging field of prompt engineering Get hands-on guidance for optimizing the output you receive from ChatGPT and other AI models Hands-On Prompt Engineering is an essential resource for software engineers, MLOps engineers, data scientists, and other business professionals interested in utilizing AI and natural language processing with prompt engineering. |
| chat gpt prompt engineering: The Art of Prompt Engineering with ChatGPT Nathan Hunter, 2023-01-19 Unlock the full potential of chatGPT with 'The Art of Prompt Engineering with ChatGPT: A Hands-On Guide'. This easy-to-follow book goes beyond the sound bytes of social media, providing you with the tools and techniques to use chatGPT on a deeper level. Learn 4 core techniques and tools to write better prompts Explore 9 in-depth use cases to understand how to apply these techniques and tools Multiple exercises for each technique and tool to ensure you learn by doing Beautiful illustrations throughout the book Accessible language in a personal tone Written by a senior trainer as a narrated instruction manual and guide Paired with the book release, the training series on 'The Art of Prompt Engineering with chatGPT: A Hands On Guide' has been fully booked out. The series includes 4 trainings that cover the core techniques and tools discussed in the book. We had a total of 400 attendees who will be participating in interactive and hands-on training sessions. Due to limited spots and high demand, we were unable to accommodate everyone who registered. If you were unable to attend this time, please check our website for updates on future trainings and opportunities: www.chatGPTtrainings.com Note from the author: ChatGPT is so new to the market that Amazon still autocorrects it to chatGOT or chat got. So as this AI technology changes, I'll be releases free updates for kindle versions. As of now, the book is in it's first edition, but expect an update in the coming months. |
| chat gpt prompt engineering: Profiting Through Effective Prompt Engineering Dwayne Anderson, 2023-09-13 In the ever-changing realm of AI, communication is the key to unparalleled success. Mastering ChatGPT Prompt Engineering will transform AI interactions and increase your earning potential. But here's the catch – it's not just about using the instrument; it's about wielding it with precision, strategy, and finesse. Maximize Your Success with Professional Advice! Develop your engineering expertise and unlock ChatGPT's maximum potential to ensure your success. This comprehensive guide reveals a tried-and-true road map packed with strategies. The introduction to CHATGPT Prompt Engineering Mastery Playbook ( Series 4 ) : Profiting Through Effective Prompt Engineering This comprehensive guide will help you improve your AI interactions and revenue streams. Become a genuine expert in this field and learn the tools necessary to replicate success. What to Expect Inside: Discover the true nature of ChatGPT prompt engineering and its vital role in molding the future. Examine the monumental advantages of mastering ChatGPT prompt technology Discover how to transform your ChatGPT expertise into a lucrative endeavor with countless opportunities and enhanced such with the inclusion of a bonus chapter which elaborate on new upgrade of chatgpt Plus and it provide insight into the 19 ways to make money with ChatGPT Unlock the Secrets, Improve Your Skills, and Increase Your Income! This is the definitive guide to profitably leveraging ChatGPT prompt engineering! Who Should Read This Manual? If you identify with any of the following, this guide is a game-changer for you: Your objective is to comprehend the substance of ChatGPT prompt engineering. You wish to comprehend the advantages of mastering ChatGPT prompt crafting. You desire to effectively monetize your ChatGPT prompt-creating abilities. You wish to remain at the forefront of AI and maintain a steady revenue stream. Considering the wealth of information and prospective profits, this guide may seem expensive. Today, however, you can gain access to all this valuable information and transform your future! |
| chat gpt prompt engineering: Prompt Engineering for Generative AI James Phoenix, Mike Taylor, 2024-05-16 Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice. When first integrating LLMs and diffusion models into their workflows, most developers struggle to coax reliable enough results from them to use in automated systems. Authors James Phoenix and Mike Taylor show you how a set of principles called prompt engineering can enable you to work effectively with AI. Learn how to empower AI to work for you. This book explains: The structure of the interaction chain of your program's AI model and the fine-grained steps in between How AI model requests arise from transforming the application problem into a document completion problem in the model training domain The influence of LLM and diffusion model architecture—and how to best interact with it How these principles apply in practice in the domains of natural language processing, text and image generation, and code |
| chat gpt prompt engineering: Bard Ai Prompt Engineering Mastery Playbook Dwayne Anderson, 2023-11-19 Unlock Your Bard AI Mastery with the Bard AI Prompts Engineering Mastery Playbook! Are you ready to seize the full potential of Bard AI and elevate your prompt engineering skills to new heights? Look no further! Dive into this indispensable guide that not only reveals the secrets to mastering prompts but empowers you to capitalize on the unparalleled capabilities of Bard AI in every interaction. Understanding Prompts: Master the ins and outs, categories, and anatomy of prompts, laying a rock-solid foundation for your Bard AI journey. Best Practices: Discover writing principles that go beyond the basics, emphasizing clarity, specificity, and the strategic use of keywords for impactful communication. Optimizing Your Prompts: Immerse yourself in the art of crafting prompts with unmatched clarity, precision, and the exhilaration of experimentation, ensuring your messages resonate. Task-Specific Prompting: Tailor your prompts precisely to achieve your desired outcomes by seamlessly incorporating context and keywords that truly matter. Effective Prompt Examples: Gain invaluable insights with real-world examples tailored for various tasks, whether it's crafting poetic prose or developing compelling marketing slogans. Embark on your Bard AI journey with a head start! Receive the 100 Bard AI Compatible Prompts Starter #Giveaway , exclusively included in this handbook. This playbook is your go-to reference, providing a quick yet comprehensive guide to prompt engineering. Perfect for beginners and seasoned users alike, it empowers you to extract maximum value from Bard AI. Navigate the intricacies of prompt design effortlessly from Bard To Gemini Ai ! |
| chat gpt prompt engineering: The Only ChatGPT Prompts Book You'll Ever Need G. P. T. Penguin, 2024-02-24 |
| chat gpt prompt engineering: Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation Sharma, Ramesh C., Bozkurt, Aras, 2024-02-07 The rise of generative Artificial Intelligence (AI) signifies a momentous stride in the evolution of Large Language Models (LLMs) within the expansive sphere of Natural Language Processing (NLP). This groundbreaking advancement ripples through numerous facets of our existence, with education, AI literacy, and curriculum enhancement emerging as focal points of transformation. Within the pages of Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation, readers embark on a journey into the heart of this transformative phenomenon. Generative AI's influence extends deeply into education, touching the lives of educators, administrators, policymakers, and learners alike. Within the pages of this book, we explore the intricate art of prompt engineering, a skill that shapes the quality of AI-generated educational content. As generative AI becomes increasingly accessible, this comprehensive volume empowers its audience, by providing them with the knowledge needed to navigate and harness the potential of this powerful tool. |
| chat gpt prompt engineering: Bard Ai Prompt Engineering Handbook Dwayne Anderson, 2023-11-17 Embark on a journey of financial empowerment with 'BardAi Prompt Ideas for Money Making. This innovative guide transcends conventional boundaries, offering not just prompts but gateways to diverse avenues of wealth creation. The guide seamlessly incorporates the latest AI technology by utilizing BardAi's dynamic capabilities to enhance the user experience and provide unparalleled inspiration. The Bard Ai 400 Prompt Ideas for Money Making include 400 Bard prompts will be included in additional 4 categories Cryptocurrency Prompt Template Affiliate Marketing Prompt Template Dropshipping Prompts Template Freelancing Prompts Template Inside, you'll discover a treasure trove of 400 thought-provoking prompts meticulously curated for those seeking financial success. Delve into the world of Cryptocurrency with 75 prompts, navigating the ever-evolving market and unlocking investment strategies. Transition seamlessly into the Freelancing realm, where 75 prompts unveil the secrets to crafting a thriving career on your terms. Venture further with 75 Affiliate Marketing prompts, demystifying the art of turning online influence into a lucrative income stream. Lastly, explore the vast landscape of Dropshipping, armed with 75 prompts that guide you through setting up shop, selecting winning products, and navigating the intricacies of this dynamic business model. Unlike traditional guides, 'BardAi 400 Prompt Ideas for Money Making' doesn't just provide answers; it sparks curiosity, fuels creativity, and invites you to forge your path to financial independence. Engage with BardAi, not merely as a tool but as a companion in your journey toward financial prosperity. Each prompt is a doorway to possibilities, beckoning you to explore, adapt, and transform ideas into tangible success. Prepare to unlock your entrepreneurial spirit, as BardAi becomes your ally in deciphering the language of wealth creation. This isn't just a book; it's your ticket to a world where ideas translate into action, and financial dreams materialize. Embrace the prompts, embrace the journey, and let the pages of 'BardAi Prompt Ideas for Money Making' be the catalyst for your financial breakthrough. |
| chat gpt prompt engineering: Prompt Engineering for LLMs John Berryman, Albert Ziegler, 2024-11-04 Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities requires new skills. This book will teach you the art and science of prompt engineering-the key to unlocking the true potential of LLMs. Industry experts John Berryman and Albert Ziegler share how to communicate effectively with AI, transforming your ideas into a language model-friendly format. By learning both the philosophical foundation and practical techniques, you'll be equipped with the knowledge and confidence to build the next generation of LLM-powered applications. Understand LLM architecture and learn how to best interact with it Design a complete prompt-crafting strategy for an application Gather, triage, and present context elements to make an efficient prompt Master specific prompt-crafting techniques like few-shot learning, chain-of-thought prompting, and RAG |
| chat gpt prompt engineering: The Art of Prompt Engineering with ChatGPT Nathan Hunter, 2023 ChatGPT is an incredible AI tool that has the potential to revolutionise the way we work. Bill Gates recently state that ChatGPT is as big an invention as the internet, and that it could essentially change the world. However, to be able to get the most out of ChatGPT, and move beyond simple use cases, you will need to learn the art of prompt engineering. |
| chat gpt prompt engineering: The Art of Prompt Engineering with ChatGPT Nathan Hunter, 2023-03-27 Let’s go beyond simple use cases and ‘try this prompt’. ChatGPT is an incredible AI tool that has the potential to revolutionise the way we work. Bill Gates recently stated that ChatGPT is as big an invention as the internet, and that it could essentially change the world. However, to be able to get the most out of ChatGPT, and move beyond simple use cases, you will need to learn the art of prompt engineering. Check out a free sample chapter: www.ChatGPTtrainings.com Why This Book? This book is designed to help you learn the art of working with ChatGPT in such a way that you get much better. This skill, prompt engineering, is what separates good from great when it comes to using ChatGPT. - Learn 4 core techniques and tools to write better prompts - Learn 2 advanced prompt engineering tools to take your knowledge to the next level - Discover how GPT-4 is a game-changer and become an early adopter - Explore 9 in-depth use cases to understand how to apply these techniques and tools - Multiple exercises for each technique and tool to ensure you learn by doing - Beautiful illustrations throughout the book - Accessible language in a personal tone - Written by a senior trainer as a narrated instruction manual and guide |
| chat gpt prompt engineering: The Ultimate Guide to ChatGPT Percival C. Verena, 2023-04-22 Are you fascinated by the advancements in artificial intelligence and want to learn how to harness its power effectively? Look no further than The Ultimate Guide to ChatGPT by Percival C. Verena.In this beginner's handbook, you'll discover the secrets behind prompt engineering and how it is shaping the future of AI. With clear explanations and practical examples, you'll gain a deep understanding of how to use ChatGPT, a cutting-edge language model developed by OpenAI, to improve your productivity, creativity, and problem-solving skills.Whether you're a student, researcher, or professional, this guide is packed with valuable insights and tips to help you master the art of prompt engineering. From crafting effective prompts to optimizing your workflow and avoiding common pitfalls, you'll find everything you need to get the most out of ChatGPT.So, if you're ready to take your AI skills to the next level and unlock your full potential, don't miss out on this must-have guide. Get your copy of The Ultimate Guide to ChatGPT today and start your journey towards AI mastery! |
| chat gpt prompt engineering: Maximizing Productivity with ChatGPT Jason Brownlee, Adrian Tam, Matthew Mayo, Abid Ali Awan, Kanwal Mehreen, 2023-07-25 ChatGPT is one of the leading models in the AI language model arena and is widely used in various fields. With ChatGPT, you can effortlessly harness the power of AI to improve your efficiency with just a few well-crafted prompts. Many productivity-boosting tasks are facilitated by ChatGPT, so understanding how to interact with it paves the way for you to leverage the power of advanced AI. This ebook is written in the engaging and approachable style that you’re familiar with from the Machine Learning Mastery series. Discover exactly how to get started and apply ChatGPT to your own productivity, learning, or creativity projects. |
| chat gpt prompt engineering: Good Practices and New Perspectives in Information Systems and Technologies Álvaro Rocha, |
| chat gpt prompt engineering: Interactive Storytelling Lissa Holloway-Attaway, John T. Murray, 2023-12-01 This two-volume set LNCS 14383 and LNCS 14384 constitutes the refereed proceedings of the 16th International Conference on Interactive Digital Storytelling, ICIDS 2023, held in Kobe, Japan, during November 11–15, 2023. The 30 full papers presented in this book together with 11 short papers were carefully reviewed and selected from 101 submissions. Additionally, the proceedings includes 22 Late Breaking Works. The papers focus on topics such as: theory, history and foundations; social and cultural contexts; tools and systems; interactive narrative design; virtual worlds, performance, games and play; applications and case studies; and late breaking works. |
| chat gpt prompt engineering: Developing Apps with GPT-4 and ChatGPT Olivier Caelen, Marie-Alice Blete, 2024-07-10 This book provides an ideal guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and GPT-3.5 models and explain how they work. You'll also get a step-by-step guide for developing applications using the OpenAI Python library, including text generation, Q&A, and smart assistants. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. You'll learn: Fundamentals and benefits of GPT-4 and GPT-3.5 models, including the main features and how they work How to integrate these models into Python-based applications, leveraging natural language processing capabilities and overcoming specific LLM-related challenges Examples of applications demonstrating the OpenAI API in Python for tasks including text generation, question answering, content summarization, classification, and more Advanced LLM topics such as prompt engineering, fine-tuning models for specific tasks, RAG, plug-ins, LangChain, LlamaIndex, GPTs, and assistants Olivier Caelen is a machine learning researcher at Worldline and teaches machine learning courses at the University of Brussels. Marie-Alice Blete, a software architect and data engineer in Worldline's R&D department, is interested in performance and latency issues associated with AI solutions. |
| chat gpt prompt engineering: AI in Education: A step-by-step Guide for Teachers and Students Mr. Jawahar Sri Prakash Thiyagarajan, (Neuroscience, UK), Dr. Jeyashree Swaminathan, M.A., M.Ed., MLIS, M.Phil., Ph.D.,, Dr. Thiyagarajan Sivaprakasam, M.Sc., Ph.D.,, 2024-10-15 AI in Education: A Step-by-Step Guide for Teachers and Students is an essential resource for educators and students seeking to understand and implement artificial intelligence (AI) in modern educational settings. This book provides a comprehensive exploration of AI concepts, including machine learning, neural networks, and deep learning, and their practical applications in the classroom. Designed with both teachers and learners in mind, the guide covers a wide range of topics: Fundamentals of AI: An introduction to AI, its subfields, and real-world applications that enhance educational experiences. AI-Powered Tools: Step-by-step guidance on using AI tools such as generative AI, image recognition, and personalized learning platforms. Ethical Considerations: A thoughtful examination of the ethical implications of AI in education, focusing on fairness, transparency, and privacy. Hands-on Exercises: Practical activities and scenario-based examples that help educators and students apply AI in teaching and learning environments. Future Trends: Insights into the future of AI in education, from AI-driven lesson planning to adaptive learning technologies. Whether you're an educator looking to enrich your teaching methods or a student eager to explore AI’s potential, this book offers the tools, techniques, and knowledge needed to navigate the evolving landscape of AI in education. |
| chat gpt prompt engineering: Mastering NLP from Foundations to LLMs Lior Gazit, Meysam Ghaffari, 2024-04-26 Enhance your NLP proficiency with modern frameworks like LangChain, explore mathematical foundations and code samples, and gain expert insights into current and future trends Key Features Learn how to build Python-driven solutions with a focus on NLP, LLMs, RAGs, and GPT Master embedding techniques and machine learning principles for real-world applications Understand the mathematical foundations of NLP and deep learning designs Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDo you want to master Natural Language Processing (NLP) but don’t know where to begin? This book will give you the right head start. Written by leaders in machine learning and NLP, Mastering NLP from Foundations to LLMs provides an in-depth introduction to techniques. Starting with the mathematical foundations of machine learning (ML), you’ll gradually progress to advanced NLP applications such as large language models (LLMs) and AI applications. You’ll get to grips with linear algebra, optimization, probability, and statistics, which are essential for understanding and implementing machine learning and NLP algorithms. You’ll also explore general machine learning techniques and find out how they relate to NLP. Next, you’ll learn how to preprocess text data, explore methods for cleaning and preparing text for analysis, and understand how to do text classification. You’ll get all of this and more along with complete Python code samples. By the end of the book, the advanced topics of LLMs’ theory, design, and applications will be discussed along with the future trends in NLP, which will feature expert opinions. You’ll also get to strengthen your practical skills by working on sample real-world NLP business problems and solutions.What you will learn Master the mathematical foundations of machine learning and NLP Implement advanced techniques for preprocessing text data and analysis Design ML-NLP systems in Python Model and classify text using traditional machine learning and deep learning methods Understand the theory and design of LLMs and their implementation for various applications in AI Explore NLP insights, trends, and expert opinions on its future direction and potential Who this book is for This book is for deep learning and machine learning researchers, NLP practitioners, ML/NLP educators, and STEM students. Professionals working with text data as part of their projects will also find plenty of useful information in this book. Beginner-level familiarity with machine learning and a basic working knowledge of Python will help you get the best out of this book. |
| chat gpt prompt engineering: The Hitchhiker’s Guide to AI Arthur Goldstuck, 2023-12-01 For the past decade, Arthur Goldstuck has had a front-row seat to witness the remarkable rise of AI across all sectors of business and society. As generative AI becomes a household phrase and sparks hopes and fears of machines augmenting or replacing human beings, this guide offers an invaluable overview of the past, present and future of AI. The Hitchhiker’s Guide to AI is aimed at both beginners and those who consider themselves experienced or skilled at using AI. It draws on many years of direct access to global and regional leaders in using AI, from Africa to the Middle East to North America to Europe and Asia, and it provides unique perspectives on generative AI, as well as practical advice for using it. It is useful for consumers, academics, professionals and anyone in business who wants to get up to speed quickly and practically. It also entertains and inspires anyone who is curious about AI or already engaged in its possibilities. Need to understand or refine prompting? You’re in the right place. Need to prepare for the coming impact of AI on health, travel, education and business? This is the book for you. |
| chat gpt prompt engineering: Chat GPT 4 Unveiled: A Comprehensive Beginner's Guide to Mastering AI-Powered Conversations Guido Van, 2024-03-16 Dive into the fascinating world of artificial intelligence with Chat GPT 4 Unveiled. This comprehensive beginner's guide is your roadmap to mastering AI-powered conversations with ease. Whether you're new to the realm of AI or seeking to deepen your understanding, this book offers a clear and accessible introduction to Chat GPT 4. Unlock the secrets behind crafting engaging and meaningful conversations with AI. From understanding the fundamentals of natural language processing to harnessing the power of Chat GPT 4's advanced capabilities, this guide takes you on a journey from novice to expert. With practical tips, insightful examples, and hands-on exercises, Chat GPT 4 Unveiled empowers you to navigate the complexities of AI conversation with confidence. Say goodbye to confusion and hello to conversational excellence with this indispensable resource. |
| chat gpt prompt engineering: 200 Prompt Engineering Tips for ChatGPT Rick Spair, In the rapidly evolving landscape of artificial intelligence, few tools have captured the imagination and utility of both the public and professionals as effectively as ChatGPT. Developed by OpenAI, ChatGPT is a versatile conversational AI model that has proven to be a game-changer in various domains, from customer service to content creation, and from educational support to entertainment. However, unlocking the full potential of ChatGPT requires more than just a basic understanding of its capabilities; it demands a nuanced approach to crafting prompts that can elicit the most accurate, relevant, and creative responses. This book, 200 Prompt Engineering Tips for ChatGPT, is a comprehensive guide designed to elevate your interaction with this powerful AI tool. Whether you are a seasoned developer, a content creator, an educator, or simply an enthusiast eager to explore the depths of AI-driven conversation, this book will provide you with the insights and techniques needed to master prompt engineering. The Evolution of ChatGPT Since its inception, ChatGPT has undergone significant advancements. From its early versions to the sophisticated iterations we have today, each step in its evolution has expanded its capabilities and refined its conversational prowess. Understanding this evolution is crucial, as it highlights the increasing complexity and potential of the model, setting the stage for the advanced prompt engineering techniques that this book explores. Why Prompt Engineering Matters Prompt engineering is the art and science of designing inputs to maximize the quality and relevance of the outputs generated by an AI model. The effectiveness of ChatGPT hinges on the prompts it receives; well-crafted prompts can lead to responses that are not only accurate but also insightful and engaging. Conversely, poorly designed prompts can result in vague, irrelevant, or even misleading answers. This book aims to bridge the gap between the AI's potential and its practical application by providing you with 200 meticulously curated tips and strategies to enhance your prompt engineering skills. What You Will Learn Throughout this book, you will embark on a journey that covers the full spectrum of prompt engineering. We start with foundational concepts, ensuring that you have a solid grasp of the basics before moving on to more advanced techniques. Each tip is designed to be practical and actionable, with real-world examples and scenarios that demonstrate the application of these strategies in various contexts. Who This Book Is For 200 Prompt Engineering Tips for ChatGPT is designed for a diverse audience. Whether you are a developer looking to integrate ChatGPT into your applications, a writer seeking to enhance your creative process, an educator aiming to leverage AI for teaching, or a business professional exploring new ways to engage with customers, this book offers valuable insights tailored to your needs. Welcome to 200 Prompt Engineering Tips for ChatGPT. Let's begin. |
| chat gpt prompt engineering: Breaking the Language Barrier: Demystifying Language Models with OpenAI Rayan Wali, 2023-03-08 Breaking the Language Barrier: Demystifying Language Models with OpenAI is an informative guide that covers practical NLP use cases, from machine translation to vector search, in a clear and accessible manner. In addition to providing insights into the latest technology that powers ChatGPT and other OpenAI language models, including GPT-3 and DALL-E, this book also showcases how to use OpenAI on the cloud, specifically on Microsoft Azure, to create scalable and efficient solutions. |
| chat gpt prompt engineering: Building LLM Powered Applications Valentina Alto, 2024-05-22 Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Key Features Embed LLMs into real-world applications Use LangChain to orchestrate LLMs and their components within applications Grasp basic and advanced techniques of prompt engineering Book DescriptionBuilding LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.What you will learn Explore the core components of LLM architecture, including encoder-decoder blocks and embeddings Understand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLM Use AI orchestrators like LangChain, with Streamlit for the frontend Get familiar with LLM components such as memory, prompts, and tools Learn how to use non-parametric knowledge and vector databases Understand the implications of LFMs for AI research and industry applications Customize your LLMs with fine tuning Learn about the ethical implications of LLM-powered applications Who this book is for Software engineers and data scientists who want hands-on guidance for applying LLMs to build applications. The book will also appeal to technical leaders, students, and researchers interested in applied LLM topics. We don’t assume previous experience with LLM specifically. But readers should have core ML/software engineering fundamentals to understand and apply the content. |
| chat gpt prompt engineering: Ultimate ChatGPT Handbook for Enterprises Dr. Harald Gunia, Massimiliano Zattera, Karolina Galińska, 2023-11-20 Empowering the Global Workforce with ChatGPT Expertise. KEY FEATURES ● Comprehensive Guide to GPT Evolution, AI Capabilities, and Prompt Engineering. ● Design Patterns for Enterprise Personas, Architectures, and AI Assistants. ● Management of the GPT Solution Development Cycle. DESCRIPTION “Ultimate ChatGPT Handbook for Enterprises” is your indispensable resource for navigating the transformative world of ChatGPT within the enterprise domain. It provides a deep dive into ChatGPT's evolution, capabilities, and its potential to democratize technology interactions through natural language. Throughout its chapters, you'll embark on a journey that spans from comprehending the lineage of GPT models to mastering advanced prompt engineering techniques. It will help you take a step into a futuristic enterprise landscape where ChatGPT seamlessly collaborates with human intelligence, fundamentally transforming daily work routines across various enterprise roles. The latter chapters will help you attain proficiency in managing GPT projects, discovering the agile and iterative approach to GPT solution life cycles using real-world scenarios. You will also be introduced to practical GPT implementation frameworks for both Python and Java. This book offers practical insights and applicable skills, fostering informed dialogue and active participation in the ongoing enterprise AI revolution. If you want to stay at the forefront of the rapidly evolving AI landscape and unlock enterprise excellence through ChatGPT, this book is your go-to companion. WHAT WILL YOU LEARN ● Discover strategies to maximize ChatGPT's capabilities, fostering innovation and process optimization across global industry sectors. ● Develop proficiency in crafting effective prompts using Prompt Engineering for seamless AI interactions, enhancing ChatGPT's utility in enterprise contexts. ● Acquire the expertise to design intelligent assistants that elevate enterprise operations, promoting efficiency and innovation. ● Gain practical skills to implement ChatGPT solutions using Python and Java, enabling seamless integration with your enterprise systems. ● Learn effective project management from initiation to validation and change management, ensuring successful GPT solution implementation in enterprises. ● Explore how ChatGPT can reshape various roles, boosting productivity and fostering harmonious AI-human collaboration in the workplace. WHO IS THIS BOOK FOR? This book is designed for business professionals, IT specialists, and AI enthusiasts who are eager to delve into the transformative world of ChatGPT and its applications in the enterprise landscape. A foundational understanding of AI concepts and familiarity with enterprise dynamics will be beneficial, but not mandatory, as the book is structured to guide readers from basic concepts to advanced implementations, catering to both novices and experts alike. TABLE OF CONTENTS 1. From GPT-1 to ChatGPT-4: The Evolution Towards Generative AI 2. CapabilityGPT An Enterprise AI-Capability Framework for ChatGPT 3. The Impact of ChatGPT on the Enterprise 4. Architecture Patterns enabled by GPT-Models 5. Advanced GPT Prompt Engineering Techniques 6. Designing Prompt-based Intelligent Assistants 7. Mastery of GPT-Projects 8. LangChain: GPT Implementation Framework for Python 9. predictive-powers: GPT Implementation Framework for Java APPENDIX A: APPENDIX B: |
| chat gpt prompt engineering: Reuse and Software Quality Achilleas Achilleos, |
| chat gpt prompt engineering: Unlocking the Secrets of Prompt Engineering Gilbert Mizrahi, 2024-01-12 Enhance your writing with AI by mastering prompt engineering techniques and become an expert in developing and utilizing LLM prompts across applications Key Features Master prompt engineering techniques to harness AI's writing potential Discover diverse LLM applications for content creation and beyond Learn through practical examples, use cases, and hands-on guidance Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionUnlocking the Secrets of Prompt Engineering is your key to mastering the art of AI-driven writing. This book propels you into the world of large language models (LLMs), empowering you to create and apply prompts effectively for diverse applications, from revolutionizing content creation and chatbots to coding assistance. Starting with the fundamentals of prompt engineering, this guide provides a solid foundation in LLM prompts, their components, and applications. Through practical examples and use cases, you'll discover how LLMs can be used for generating product descriptions, personalized emails, social media posts, and even creative writing projects like fiction and poetry. The book covers advanced use cases such as creating and promoting podcasts, integrating LLMs with other tools, and using AI for chatbot development. But that’s not all. You'll also delve into the ethical considerations, best practices, and limitations of using LLM prompts as you experiment and optimize your approach for best results. By the end of this book, you'll have unlocked the full potential of AI in writing and content creation to generate ideas, overcome writer's block, boost productivity, and improve communication skills.What you will learn Explore the different types of prompts, their strengths, and weaknesses Understand the AI agent's knowledge and mental model Enhance your creative writing with AI insights for fiction and poetry Develop advanced skills in AI chatbot creation and deployment Discover how AI will transform industries such as education, legal, and others Integrate LLMs with various tools to boost productivity Understand AI ethics and best practices, and navigate limitations effectively Experiment and optimize AI techniques for best results Who this book is for This book is for a wide audience, including writers, marketing and business professionals, researchers, students, tech enthusiasts, and creative individuals. Anyone looking for strategies and examples for using AI co-writing tools like ChatGPT effectively in domains such as content creation, drafting emails, and inspiring artistic works, will find this book especially useful. If you are interested in AI, NLP, and innovative software for personal or professional use, this is the book for you. |
| chat gpt prompt engineering: , |
| chat gpt prompt engineering: Artificial General Intelligence Kristinn R. Thórisson, Peter Isaev, Arash Sheikhlar, 2024 This book constitutes the refereed proceedings of the 17th International Conference on Artificial General Intelligence, AGI 2024, held in Seattle, Washington, USA in August 2024. The 25 papers presented in this book were carefully reviewed and selected from 55 submissions. The papers focus on the main theme of AGI 2024: 'Understanding Artificial General Intelligence', with discussions on various central concepts of general intelligence including thought, understanding, meaning, creativity, insight, reasoning, autonomy, attention and control. |
| chat gpt prompt engineering: Computational Science – ICCS 2024 Leonardo Franco, |
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在使用cursor导入deepseek的API时报错如下所示，该怎么办？ - 知乎
是因为你的验证模型没有选对，你在添加了deepseek-chat模型之后得把 除了deepseek模型之外的所有模型全部取消勾选 ，才会用deepseek的模型去验证，这样你的apikey才会被应用到chat。
deepseek的chat和reasoner功能有何区别？ - 知乎
Chat是陪你唠嗑的“社牛客服”，Reasoner是帮你算账的“理科状元”。 一、定位差异：唠嗑VS算账 Chat 就像火锅店服务员： 能记住你上次点的麻辣锅底，接梗吐槽毫无压力，适合做客服、写段 …
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chat GPT近 2 年更新了 7 个版本，哪个最好用？ - 知乎
这7个版本基本上涵盖了从ChatGPT刚出世，到现在的最新版本。 但事实上，OpenAI只会开放最新的几个版本给用户，你看下面这张图，现在ChatGPT上可用的模型，其实分为两部分，左边 …
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GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
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THE PROMPT ENGINEERING GUIDE V2 - Skillshare
What is Prompt Engineering Prompt engineering is the process of designing and optimizing prompts used in natural language processing (NLP) models, such as ChatGPT, chatbots, or …
Cases of EFL Secondary Students’ Prompt Engineering …
Prompt engineering is a skill that requires expertise and practice to learn (OpppenLaender et al., 2023). In spite of humans being the most effective prompt engineers, the challenge is neither …
Training US Workforce for Generative AI Models and Prompt …
Prompt Engineering: ChatGPT, Copilot, and Gemini Satyadhar Joshi ... [29] Varies Varies Team-GPT Individuals seeking training [24] Free Self-Paced Creighton/Sy racuse
How Well Can GPT-4 Really Write a College Essay? Combining …
However, I found that this type of prompt did not yield as high-scoring of a result as when I asked a more clear but still open ended question. As of now, I believe that the text prompt …
Prompt Engineering of ChatGPT to Improve Generated Code …
The wording of a prompt influences the quality of an LLM output [15]. We therefore need to understand how prompt wording influences the quality of generated code. In particular, we …
Prompt Engineering with hatGPT - Koenig-solutions.com
6. Understand prompt reliability and privacy concerns hapter 01: Introduction to Prompting 1.1 Understanding Prompts 1.2 Importance of Prompt Structure 1.3 Prompting Styles and Their …
ChatGPT กับการเรียนการสอน และการท าวิจัย
•Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use LLMs for a wide variety of applications and research topics. •Researchers use …
Learning prompt engineering for academic writing with …
Learning prompt engineering for academic writing with ChatGPT: Postgraduate students' motivation, cognitive load, and satisfaction David James Woo a, *, Deliang Wang b, Tim Yung …
Prompting ChatGPT for Translation: A Comparative Analysis of ...
Prompt engineering has shown potential for improving translation quality in LLMs. However, the possibility of using trans-lation concepts in prompt design remains largely underexplored. …
A Hitchhiker’s Guide to Jailbreaking ChatGPT via Prompt …
ploy prompt engineering [2, 8, 10, 13–15, 19, 23, 26, 27] to jailbreak ChatGPT. Specifically, prompt engineering involves selecting and ... (DAN)” is a prompt to instruct Chat-GPT to …
Prompt Engineering Using ChatGPT: Crafting Effective …
10.3 Ethical Considerations for Prompt Engineering 63 Ethical Imperatives in Prompt Engineering 64 CHAPTER 11: GPTS AND GPT APPLICATION BUILDER 67 11.1 New Features …
Artificial intelligence prompt engineering as a new digital …
The article systematically explores various dimensions of AI prompt engineering. By analyzing the academic and practitioner literature and conducting desk research, we created a list of …
Enhancing Control and Responsiveness in ChatGPT: A Study …
3.2 Experimental Setup for Prompt Engineering To evaluate the impact of prompt engineering techniques on Chat-GPT’s responsiveness, we designed a series of experiments using …
Engineering ChatGPT Prompts for EFL Writing Classes
Engineering ChatGPT Prompts for EFL Writing Classes Jerry Huang Kansai University, Osaka, Japan ... is founded on the GPT-3.5 architecture. GPT stands for Generative Pre-trained …
OpenAI o1 System Card
Dataset Metric GPT-4o o1-preview o1-mini StandardRefusalEvaluation not_unsafe 0.99 0.995 0.99 not_overrefuse 0.91 0.93 0.90 ChallengingRefusalEvaluation not_unsafe 0.713 0.934 …
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Guide to ChatGPT A Teacher's Prompt - WordPress.com
A Teacher's Prompt. Guide to ChatGPT. aligned with 'What Works Best' @herfteducator. We l com e t o t his short inst ru ct ional t e ache rs g u ide t o u sing. Chat GP T. Chat GP T is a p …
Optimizing Machine Translation through Prompt Engineering:
capabilities of GPT. Furthermore, GPT-4 has proven to be considerably more powerful than its predecessor, GPT-3.5, overall. This improvement extends to translation tasks using ChatGPT. …
ChatGPT for Robotics: Design Principles and Model Abilities
ChatGPT for Robotics Figure 1: Current robotics pipelines require a specialized engineer in the loop to write code to improve the process. Our goal with ChatGPT is to have a (potentially non …
Chat Gpt Prompt Engineering (Download Only)
Chat Gpt Prompt Engineering Data Intelligence and Cognitive Informatics I. Jeena Jacob, Selwyn Piramuthu, Przemyslaw Falkowski-Gilski, 2024-02-07 The book is a collection of peer …
PROMPT ENGINEERING FOR CHATGPT - ResearchGate
Prompt Engineering for ChatGPT 1 Introduction 1.1 Brief overview of ChatGPT ChatGPT is an advanced language model developed by OpenAI, based on the GPT-4 architecture.
Prompt Engineering or Fine-Tuning: An Empirical …
Prompt engineering involves applying different strategies to query LLMs, like Chat-GPT, while fine-tuning further adapts pre-trained models, such as CodeBERT, by training them on task …
Using ChatGPT for thematic analysis - Bennett Institute for …
The efficacy of the GPT-driven approach hinges significantly on the quality of the instructions or "prompts" provided to it (Fiannaca et al., 2023). Research into prompt engineering techniques …
PROMPT ENGINEERING FOR CHATGPT - ResearchGate
Prompt Engineering for ChatGPT 1 Introduction 1.1 Brief overview of ChatGPT ChatGPT is an advanced language model developed by OpenAI, based on the GPT-4 architecture.
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OpenAI - GPT. Los dos principales modelos de GPT de OpenAI. son 3,5 y 4. GPT 4. La versión turbo soporta hasta 128 mil tokens (aprox 200 páginas de texto) y está actualizado hasta. …
The Role of Artificial Intelligence in Learning & Development ...
the chat window or interface provided. When typing your questions or statements, it is important to use clear and concise language to ensure that it can understand your input. You can improve …
Exploratory customer discovery through simulation using …
Exploratory customer discovery using ChatGPT 5 3 Method This study centers around eliciting WTP for a product a startup plans. Busi-nesses often conduct price sensitivity surveys (and …
Exploring The Design of Prompts For Applying GPT-3 based …
from GPT-3, and the evaluation of a prompt design requires considering the complex recursive cycle of conversational interaction, with user influencing GPT-3 and GPT-3 influencing the …
Prompt Engineering or Fine-Tuning? A Case Study on
URL detection and apply them to two chat models, GPT-3.5-turbo and Claude 2. In this context, the maximum result achieved was an F1-score of 92.74% by using a test set of 1000 samples.
Prompt engineering - Wikipedia
Prompt engineering may involve phrasing a query, specifying a style, [5] ... chat → cat, chien → "(the expected response being dog), [9] an approach called few-shot learning. [10] When …
The Art of Asking ChatGPT for High-Quality Answers: A …
Prompt engineering is the process of creating prompts or asking or instructions that guide the output of a language model like ChatGPT . It allows u sers to control the ou tput of the model …
Exploring the Synergy of Prompt Engineering and …
3.2 Experimental Setup for Prompt Engineering We selected a range of prompt engineering strategies to apply to the input prompts in our dataset. These strategies include: • Rewriting …
OpenAI- ChatGPT - La dictature du beau
après sa date de "connaissance coupée", qui était en septembre 2021 pour le modèle GPT-4. Vous pouvez copier coller du contenu sur un sujet spécifique dans ChatGPT afin de …
Prompt-Enhanced Software Vulnerability Detection Using …
Prompt engineering modifies the original user input using a textual prompt, and the resulting text has some unfilled slots. Then, LLMs are asked to fill the unfilled information ... when we …
How does prompt engineering affect ChatGPT performance …
In this study, we engineered 1 default prompt and 4 alternative prompts to assess GPT-3.5’s capabilities in ER. Each alternative was derived by modifying a single component from the …
A Novel Approach for Rapid Development Based on ChatGPT …
The first part is the original prompt, representing user-inputted information. The second part involves dynamic encapsulation using tools named prompt builder, encompassing system …
10 Prompts avanzados para Chat GPT - iaingenieria
Prompt 1: Desarrollar un prompt para generar un algoritmo de clasificación de textos. Desarrolla un algoritmo de clasificación de textos que sea capaz de distinguir entre opiniones positivas …
Mastering Generative AI and Prompt Engineering - Data …
1.2. Key generative AI models: RNNs, LSTMs, GPT, and more 1.3. Popular use cases for generative AI Chapter 2: Introduction to Prompt Engineering 2.1. What is prompt engineering …
Chat GPT-4: Prompt Engineering and GPTs
Chat GPT-4: Prompt Engineering and GPTs February 7th, 2024. WSI AT A GLANCE For more than 25 years, WSI has been a leading digital agency, providing tailored marketing strategies …
The Art of Asking ChatGPT for High-Quality Answers: A …
Prompt engineering is the process of creating prompts or asking or instructions that guide the output of a language model like ChatGPT . It allows u sers to control the ou tput of the model …
Prompt engineering as a new 21st century skill - Frontiers
Prompt engineering as a new 21st century skill Denis Federiakin *, Dimitri Molerov , Olga Zlatkin-ToitschanskaiarKnut Neumann, and Andreas Maur Department of Business and Economics …
Transformer, BERERT, and GPT: Including ChatGPT and …
The GPT Family: An Introduction 198 GPT-2 and Text Generation 206 What is GPT-3? 210 GPT-3 Models 214 What is the Goal of GPT-3? 216 What Can GPT-3 Do? 217 Limitations of GPT …
COMP 10261: The OpenAI Chat Completion API - University …
Prompt Engineering in a Chat Model There are two basic approaches to prompt engineering in a Chat model. 1. Altering the System Message First, you can alter the system message. This …
Abstract arXiv:2411.05778v2 [cs.AI] 11 Nov 2024
Nov 11, 2024 · Chat-GPT-4o (response to a prompt asking it to rewrite Shakespeare lines to be about LLMs as method actors) We introduce “Method Actors” as a mental model for LLMs that …
Can GPT-4 Fool TurnItIn? Testing the Limits of AI Detection …
Title: Can GPT-4 Fool TurnItIn? Testing the Limits of AI Detection with Prompt Engineering Author: Abigail Foster Created Date: 6/1/2023 12:43:58 PM
Note de synthèse - ChatGPT : usages, impacts et …
FONCTIONNEMENT DE CHATGPT ChatGPT est un agent conversationnel (chatbot) basé sur une technologie d’IAG : • Un modèle de langage (GPT-3 puis GPT-4 après le 14 mars 2023) …
PROMPT ENGINEERING FOR CHATGPT - ResearchGate
Prompt Engineering for ChatGPT 1 Introduction 1.1 Brief overview of ChatGPT ChatGPT is an advanced language model developed by OpenAI, based on the GPT-4 architecture.
PROMPT ENGINEERING PLAYBOOK - Tech
Prompt Engineering Playbook https://go.gov.sg/launchpad | 10 Prompt / Prompt Engineering In the context of interacting with an AI, a prompt refers to a piece of text or input provided by a …
Do Prompt Patterns Affect Code Quality? A First Empirical …
maintainability, security, and reliability, using the Dev-GPT dataset. Results show that Zero-Shot prompting is most common, followed by Zero-Shot with Chain-of-Thought and Few-Shot. ...
ChatGPT™ For Dummies®
2 ChatGPT For Dummies If you’re already experimenting or working with ChatGPT, you’ll find several ways in this book to leverage what you already know and new things to incorporate in …
