| chatgpt custom instructions examples: Modern Python Programming using ChatGPT Shivakumar Gopalakrishnan, 2024-08-29 DESCRIPTION Modern Python Programming using ChatGPT is your essential guide to leveraging Artificial Intelligence to streamline and enhance your Python development workflow across the entire software development lifecycle (SDLC). This book covers every stage, from requirements gathering and design to implementation, testing, security, deployment, and observability, demonstrating how ChatGPT can be of invaluable assistance throughout. Learn how to use ChatGPT to break down features into stories, design, and architect software, implement AI-generated code snippets, write clean and maintainable code, test and secure applications, deploy efficiently, and monitor performance. This comprehensive guide shows you how to integrate ChatGPT seamlessly into every stage of your Python projects. Discover how ChatGPT can automate repetitive tasks, generate high-quality code snippets, provide instant debugging tips, and ensure your code adheres to industry standards and best practices. This book provides thorough coverage of the latest trends and best practices in Python development, equipping you with the tools to write clean, maintainable, and robust code. Through practical examples and hands-on exercises, you will learn how to apply ChatGPT in real-world scenarios, making your development process more efficient and productive. KEY FEATURES ● Supercharge the entire SDLC using ChatGPT's AI-driven insights. ● Seamlessly integrate ChatGPT into every stage of your Python projects. ● Practical, real-world examples and hands-on exercises. WHAT YOU WILL LEARN ● To seamlessly integrate ChatGPT from coding to deployment to monitoring. ● Use ChatGPT to gather and document software requirements. ● Break down features into stories with ChatGPT assistance. ● Design, architect, and implement clean, maintainable code using AI-generated snippets. ● Test, secure, and deploy applications with AI support. ● Optimize performance and monitor software using ChatGPT. WHO THIS BOOK IS FOR This book is for Python developers of all experience levels who want to enhance their entire software development process using AI. Basic knowledge of Python is assumed, but detailed instructions are provided to help you integrate ChatGPT into your projects effectively. TABLE OF CONTENTS 1. ChatGPT and Its Capabilities 2. Benefits of Using ChatGPT in Python Development 3. Setting up ChatGPT for Python Development 4. Requirements Gathering 5. Design and Architecture 6. Implementing a Software Product 7. Pull Review and Commit Messages 8. Using ChatGPT for Coding with SOLID Principles 9. Software Testing with ChatGPT in Python 10. Deployment with ChatGPT 11. Performance and Observability 12. Revolutionary Impact of ChatGPT 13. Limitations, Pitfalls and Dangers of ChatGPT 14. Preparing for the Future with ChatGPT |
| chatgpt custom instructions examples: 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 |
| chatgpt custom instructions examples: Coding with AI For Dummies Chris Minnick, 2024-02-23 Boost your coding output and accuracy with artificial intelligence tools Coding with AI For Dummies introduces you to the many ways that artificial intelligence can make your life as a coder easier. Even if you’re brand new to using AI, this book will show you around the new tools that can produce, examine, and fix code for you. With AI, you can automate processes like code documentation, debugging, updating, and optimization. The time saved thanks to AI lets you focus on the core development tasks that make you even more valuable. Learn the secrets behind coding assistant platforms and get step-by-step instructions on how to implement them to make coding a smoother process. Thanks to AI and this Dummies guide, you’ll be coding faster and better in no time. Discover all the core coding tasks boosted by artificial intelligence Meet the top AI coding assistance platforms currently on the market Learn how to generate documentation with AI and use AI to keep your code up to date Use predictive tools to help speed up the coding process and eliminate bugs This is a great Dummies guide for new and experienced programmers alike. Get started with AI coding and expand your programming toolkit with Coding with AI For Dummies. |
| chatgpt custom instructions examples: Software Testing with Generative AI Mark Winteringham, 2024-12-10 Speed up your testing and deliver exceptional product quality with the power of AI tools. The more you test, the more you learn about your software. Software Testing with Generative AI shows you how you can expand, automate, and enhance your testing with Large Language Model (LLM)-based AI. Your team will soon be delivering higher quality tests, all in less time. In Software Testing with Generative AI you’ll learn how to: • Spot opportunities to improve test quality with AI • Construct test automation with the support of AI tools • Formulate new ideas during exploratory testing using AI tools • Use AI tools to aid the design process of new features • Improve the testability of a context with the help of AI tools • Maximize your output with prompt engineering • Create custom LLMs for your business’s specific needs Software Testing with Generative AI is full of hype-free advice for supporting your software testing with AI. In it, you’ll find strategies from bestselling author Mark Winteringham to generate synthetic testing data, implement automation, and even augment and improve your test design with AI. Foreword by Nicola Martin. Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications. About the technology There’s a simple rule in software testing: the more you test, the more you learn. And as any testing pro will tell you, good testing takes time. By integrating large language models (LLMs) and generative AI into your process, you can dramatically automate and enhance testing, improve quality and coverage, and deliver more meaningful results. About the book Software Testing with Generative AI shows you how AI can elevate every aspect of testing—automation, test data management, test scripting, exploratory testing, and more! Learn how to use AI coding tools like Copilot to guide test-driven development, get relevant feedback about your applications from ChatGPT, and use the OpenAI API to integrate AI into your data generation. You’ll soon have higher-quality testing that takes up less of your time. What's inside • Improve test quality and coverage • AI-powered test automation • Build agents that act as testing assistants About the reader For developers, testers, and quality engineers. About the author Mark Winteringham is an experienced software tester who teaches many aspects of software testing. He is the author of Testing Web APIs. The technical editor on this book was Robert Walsh. Table of Contents Part 1 1 Enhancing testing with large language models 2 Large language models and prompt engineering 3 Artificial intelligence, automation, and testing Part 2 4 AI-assisted testing for developers 5 Test planning with AI support 6 Rapid data creation using AI 7 Accelerating and improving UI automation using AI 8 Assisting exploratory testing with artificial intelligence 9 AI agents as testing assistants Part 3 10 Introducing customized LLMs 11 Contextualizing prompts with retrieval-augmented generation 12 Fine-tuning LLMs with business domain knowledge Appendix A Setting up and using ChatGPT Appendix B Setting up and using GitHub Copilot Appendix C Exploratory testing notes |
| chatgpt custom instructions examples: ChatGPT for Conversational AI and Chatbots Adrian Thompson, 2024-07-30 Explore ChatGPT technologies to create state-of-the-art chatbots and voice assistants, and prepare to lead the AI revolution Key Features Learn how to leverage ChatGPT to create innovative conversational AI solutions for your organization Harness LangChain and delve into step-by-step LLM application development for conversational AI Gain insights into security, privacy, and the future landscape of large language models and conversational AI Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionChatGPT for Conversational AI and Chatbots is a definitive resource for exploring conversational AI, ChatGPT, and large language models. This book introduces the fundamentals of ChatGPT and conversational AI automation. You’ll explore the application of ChatGPT in conversation design, the use of ChatGPT as a tool to create conversational experiences, and a range of other practical applications. As you progress, you’ll delve into LangChain, a dynamic framework for LLMs, covering topics such as prompt engineering, chatbot memory, using vector stores, and validating responses. Additionally, you’ll learn about creating and using LLM-enabling tools, monitoring and fine tuning, LangChain UI tools such as LangFlow, and the LangChain ecosystem. You’ll also cover popular use cases, such as using ChatGPT in conjunction with your own data. Later, the book focuses on creating a ChatGPT-powered chatbot that can comprehend and respond to queries directly from your unique data sources. The book then guides you through building chatbot UIs with ChatGPT API and some of the tools and best practices available. By the end of this book, you’ll be able to confidently leverage ChatGPT technologies to build conversational AI solutions.What you will learn Gain a solid understanding of ChatGPT and its capabilities and limitations Understand how to use ChatGPT for conversation design Discover how to use advanced LangChain techniques, such as prompting, memory, agents, chains, vector stores, and tools Create a ChatGPT chatbot that can answer questions about your own data Develop a chatbot powered by ChatGPT API Explore the future of conversational AI, LLMs, and ChatGPT alternatives Who this book is for This book is for tech-savvy readers, conversational AI practitioners, engineers, product owners, business analysts, and entrepreneurs wanting to integrate ChatGPT into conversational experiences and explore the possibilities of this game-changing technology. Anyone curious about using internal data with ChatGPT and looking to stay up to date with the developments in large language models will also find this book helpful. Some expertise in coding and standard web design concepts would be useful, along with familiarity with conversational AI terminology, though not essential. |
| chatgpt custom instructions examples: Intelligent Computing Kohei Arai, |
| chatgpt custom instructions examples: c't Working with AI c't-Redaktion, 2024-01-24 The special issue of c't KI-Praxis provides tests and practical instructions for working with chatbots. It explains why language models make mistakes and how they can be minimised. This not only helps when you send questions and orders to one of the chatbots offered online. If you do not want to or are not allowed to use the cloud services for data protection reasons, for example, you can also set up your own voice AI. The c't editorial team explains where to find a suitable voice model, how to host it locally and which service providers can host it. The fact that generative AI is becoming increasingly productive harbours both opportunities and risks. Suitable rules for the use of AI in schools, training and at work help to exploit opportunities and minimise risks. |
| chatgpt custom instructions examples: Ultimate Excel with Power Query and ChatGPT Crispo Mwangi (MVP), 2023-12-05 Transform Your MS Excel Skills with this Ultimate Guide for Professional Success KEY FEATURES ● Comprehensive Coverage of the Microsoft Excel Ecosystem and in-depth exploration of Excel’s lookup functions. ● Step-by-step guide covering valuable insights from real-world detailed examples and case studies. ● Discover innovative Excel solutions by delving into innovative problem-solving strategies. DESCRIPTION The Ultimate Excel with Power Query and ChatGPT is a revolutionary handbook to help you embark on a transformative journey through the intricate world of Excel's lookup functions. The book dives deep into Excel's lookup universe, offering a meticulous exploration of over 100 techniques. Each method is presented with clarity and precision, making even the most complex lookup scenarios comprehensible. From traditional functions to innovative problem-solving approaches, this book equips you with versatile tools to navigate any data challenge efficiently. What sets this book apart is its focus on job roles. You'll discover techniques that directly enhance productivity, streamline data management tasks, and elevate your efficiency in Excel-related responsibilities. With a comprehensive, engaging, and interactive approach, it transforms learning Excel formulas into a journey of building practical data lookup expertise. WHAT WILL YOU LEARN ● Master the entire progression from beginner to advanced levels with effective Excel lookup techniques. ● Challenge the conventional wisdom of VLOOKUP and learn about its alternatives and overcome limitations. ● Delve into a range of other lookup methods and functions to expand your data lookup toolkit. ● Discover the art of nesting functions to tackle even the most intricate Excel challenges. ● Learn how to create and optimize ChatGPT prompts for creative problem-solving in data lookup scenarios. ● Harness the power of Power Query to transform and manipulate data with ease. ● Gain confidence in efficiently handling diverse data scenarios, making data analysis and decision-making a breeze. WHO IS THIS BOOK FOR? The book is tailored to address specific needs within different job roles, making it accessible and beneficial for a wide range of readers. If you are a working professional seeking to improve your Excel data lookup skills, a student in search of an interactive approach to Excel formulas, managers looking to make data-driven decisions or data analysts aiming to refine their skills or simply looking to start your career in data analysis, this book is for you. TABLE OF CONTENTS 1. Excel Environment 2. VLOOKUP Is Dead: Or is it? 3. INDEX and MATCH 4. LOOKUP 5. Other LOOKUP Methods and Functions 6. XLOOKUP 7. FILTER: The Ultimate Lookup Function 8. Power Query: One-Stop Solution 9. ChatGPT: Using ChatGPT to solve lookup issues Index |
| chatgpt custom instructions examples: Start Your Own ChatGPT Office with AI Agents Srinidhi Ranganathan, 2024-06-03 As I sit down to pen these words, I'm filled with a profound sense of excitement and purpose. This book, Start Your Own ChatGPT Office with AI Agents, is the culmination of a journey that began with a simple question: how can I empower others to harness the incredible potential of AI in their own endeavors? The inspiration for this book struck me during countless conversations with entrepreneurs, innovators, and business owners eager to explore the possibilities of artificial intelligence. They were fascinated by the transformative impact of AI-driven chatbots and virtual agents but often felt overwhelmed by the complexity of implementation. It became clear to me that there was a need for a practical guide—a roadmap, if you will—that demystifies the process of building and deploying AI agents. And thus, this book was born. Within these pages, you'll find a comprehensive yet accessible blueprint for creating your very own ChatGPT office. From understanding the fundamentals of natural language processing to designing and training your AI agents, each chapter is crafted to equip you with the knowledge and tools necessary to succeed in the rapidly evolving landscape of AI-driven communication. But more than just a technical manual, this book is a testament to the boundless potential of human ingenuity. It's about empowering individuals like you to embrace innovation, seize opportunities, and shape the future of AI in ways that enrich lives and transform industries. As you embark on this journey, I invite you to approach it with an open mind and a spirit of curiosity. Embrace the challenges, celebrate the victories, and remember that the most rewarding discoveries often lie just beyond our comfort zones. Thank you for joining me on this adventure. Together, let's unleash the power of AI to create a world where possibilities are limited only by our imagination. To learn more and stay updated on the latest developments, visit https://www.bookspotz.com/ |
| chatgpt custom instructions examples: The Role of Generative AI in the Communication Classroom Elmoudden, Sanae, Wrench, Jason S., 2024-02-12 In an era marked by the rapid integration of Artificial Intelligence (AI) into our lives, the discourse surrounding its implications has intensified. The Role of Generative AI in the Communication Classroom is a pioneering book that delves into the multifaceted dimensions of AI, specifically focusing on OpenAI's revolutionary Chat Generative Pre-Trained Transformer (Chat GPT) and its profound influence on the landscape of communication education. This book navigates the intersection of technology, education, and ethics, shedding light on the imperative need for a collaborative approach to shape AI's evolution. AI's potential to reshape industries and human roles is undeniable. Rooted in the intricate workings of AI and its hallmark, Chat GPT, this book meticulously dissects the dynamic relationship between humans and machines. The discourse extends beyond technology and into the realm of education, asserting that the power to mold AI's trajectory cannot rest solely in the hands of developers. While revealing AI's transformative potential in the communication classroom, the book conscientiously explores ethical concerns and biases, fostering a balanced approach to its integration. This book is instrumental to the ongoing discourse on AI's role in education. The call for ethical considerations, inclusivity, and regulation serves as a guiding compass for educators, students, developers, and policymakers alike. The book ensures a holistic perspective on AI's integration by addressing privacy, citation, voice ownership, and overall digital ethics. |
| chatgpt custom instructions examples: The ChatGPT Handbook: Insider Tips and Tricks for All Users M.B. Chatfield, Here are just a few of the insider tips and tricks you'll learn in this book: How to use ChatGPT to generate creative content that is both original and engaging How to use ChatGPT to translate languages accurately and fluently How to use ChatGPT to answer your questions in a comprehensive and informative way How to use ChatGPT to automate tasks and save time How to use ChatGPT to improve your marketing and sales efforts These are just a few of the many ways that ChatGPT can be used. With the help of The ChatGPT Handbook, you'll be able to unlock the full potential of this powerful AI chatbot. |
| chatgpt custom instructions examples: ChatGPT eBook GURMEET SINGH DANG, |
| chatgpt custom instructions examples: Learning PHP, MySQL & JavaScript Robin Nixon, 2018-05-09 Build interactive, data-driven websites with the potent combination of open source technologies and web standards, even if you have only basic HTML knowledge. In this update to this popular hands-on guide, you’ll tackle dynamic web programming with the latest versions of today’s core technologies: PHP, MySQL, JavaScript, CSS, HTML5, and key jQuery libraries. Web designers will learn how to use these technologies together and pick up valuable web programming practices along the way—including how to optimize websites for mobile devices. At the end of the book, you’ll put everything together to build a fully functional social networking site suitable for both desktop and mobile browsers. Explore MySQL, from database structure to complex queries Use the MySQLi extension, PHP’s improved MySQL interface Create dynamic PHP web pages that tailor themselves to the user Manage cookies and sessions and maintain a high level of security Enhance the JavaScript language with jQuery and jQuery mobile libraries Use Ajax calls for background browser-server communication Style your web pages by acquiring CSS2 and CSS3 skills Implement HTML5 features, including geolocation, audio, video, and the canvas element Reformat your websites into mobile web apps |
| chatgpt custom instructions examples: Mastering Advanced Voice Mode in ChatGPT Daniel Harris, 2024-09-24 Unlock the full potential of ChatGPT with Mastering Advanced Voice Mode, a comprehensive guide that takes you through the exciting world of voice-enabled AI interactions. This book is designed for both beginners and experienced users who want to explore the deeper capabilities of ChatGPT’s advanced voice mode. Dive into detailed chapters that cover everything from setting up your device for voice mode to leveraging powerful commands that can transform your workflow. Learn how to personalize your AI voice assistant, manage complex tasks with voice commands, and integrate ChatGPT into your daily routines for maximum productivity. You’ll also discover how to enhance conversations with contextual awareness, troubleshoot common voice recognition issues, and safeguard your data with privacy and security best practices. The final chapters provide a forward-looking perspective on the future of AI voice interactions, showing how this technology will continue to revolutionize industries and everyday life. Key Features: Step-by-step instructions for setting up and customizing ChatGPT’s voice mode. Insights into advanced commands, contextual conversations, and integration tips. Practical examples and real-life case studies showcasing voice mode’s impact. Guidance on privacy, security, and troubleshooting common issues. A visionary look at the future of voice technology in AI. Mastering Advanced Voice Mode in ChatGPT is more than just a manual—it’s your essential companion to navigating and mastering the next generation of AI interactions. Whether you’re using AI for personal productivity, professional tasks, or creative projects, this book provides the knowledge and tools you need to take full advantage of advanced voice capabilities. Explore, experiment, and elevate your AI experience today! |
| chatgpt custom instructions examples: Technical Writing Process Kieran Morgan, Alison Pickering, Amanda Butler, Caity Cronkhite, Felicity Brand, John New, Steve Moss, Swapnil Ogale, 2024-02-29 From the basics to advanced skills, the Technical Writing Process is your comprehensive guide to the art and science of crafting technical documentation. With eight core steps—Plan, Design, Write, Edit, Review, Translate, Publish, and Manage—this guide integrates both classical writing principles and the transformative potential of modern tools like AI. This book is more than a guide; it's an invitation to embrace the art of writing instructions with the mentorship of our experienced technical writers. Whether you’re a novice writer or an industry stalwart aiming to refine your technical communication skills, this book offers a blend of tried-and-true methods with the power of new-age tools. AI, as a significant element of the modern toolkit, receives special attention, helping readers stay ahead of the curve. Features Insights from industry experts around the world Real-world case studies and examples Comprehensive chapters on techniques and concepts Downloadable templates* to support each step in the process *For exclusive discounts on our premium content, use the coupon code in this book. About the Authors Our writing team, composed of top-notch technical writers, translation experts, and technical documentation managers from around the world, has pooled their experience and insights to help you succeed in your technical writing career. Praise for the First Edition “Every aspiring author / tech writer in college should have this book.” Steve Ballard, Manager, Enterprise Content Solutions “This is exactly the sort of guide I wish I had when I first started tech writing.” Sharon Witheriff, Technical Writer “The Technical Writing Process is a practical toolkit that demystifies the art of technical writing with useful templates to help you succeed quickly and smartly.” Richard Kidd, General Manager “Aspiring writers throughout the enterprise will find this to be a solid resource as they try to figure out how they should go about documenting something. It's logically laid out, not too heavy on jargon, and uses good diagrams and illustrations.” Duane Green, Sr. Director of Content Strategy Solutions “I think this pragmatic approach is excellent and fills a desperate need in the tech writing world. Many a point raised will have the older hands nodding sagely and the younger people remembering the advice when they first run into those issues.” Dr Charlotte Nash-Stewart, Engineer, Author, and Technical Writer “This is a well-written, comprehensive and practical guide for technical writers. It is packed full of great information and is very easy to read. I particularly like the ‘Insights,’ ‘What does that mean?’ and ‘Tips’ callouts which appear throughout the book.” Sue Geercke, Director Technical Communications “Technical Writing Process explores the essential elements any technical writer should consider when tackling their next assignment. The book systematically guides the reader through an intuitive, yet effective, methodology that spans everything from Planning to Publishing.’ Shay Withnell, Product Marketing Manager “Technical Writing Process is the professionalisation of the technical writing discipline. It rightly considers the holistic context for a technical document and provides a comprehensive cookbook for getting it right within an organisation. The insights, examples and templates are perfect and pragmatic. The definitive standard in technical writing.” Rami Banna, Product Lead “This book serves as a great reference to someone tasked with the technical writing aspect of a project. It would have saved me much heartache and a considerable amount of time if I had this information at the start of my project.” Keo Phetsaya, Technical Sales Manager |
| chatgpt custom instructions examples: Automating Translation Joss Moorkens, Andy Way, Séamus Lankford, 2024-08-29 Translation technology is essential for translation students, practising translators, and those working as part of the language services industry, but looming above others are the tools for automating translation: machine translation and, more recently, generative AI based on large language models (LLMs). This book, authored by leading experts, demystifies machine translation, explaining its origins, its training data, how neural machine translation and LLMs work, how to measure their quality, how translators interact with contemporary systems for automating translation, and how readers can build their own machine translation or LLM. In later chapters, the scope of the book expands to look more broadly at translation automation in audiovisual translation and localisation. Importantly, the book also examines the sociotechnical context, focusing on ethics and sustainability. Enhanced with activities, further reading and resource links, including online support material on the Routledge Translation studies portal, this is an essential textbook for students of translation studies, trainee and practising translators, and users of MT and multilingual LLMs. |
| chatgpt custom instructions examples: 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: |
| chatgpt custom instructions examples: Django 5 By Example Antonio Melé, 2024-04-30 Build four real-world Django apps and learn Django by doing. Create fully functional web applications with authentication, content management systems, payment processing, REST APIs, and more! Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Updated with Django 5 features, detailed app planning, improved tooling, and GPT prompts for extending projects Learn Django essentials, including models, ORM, views, templates, URLs, forms, authentication, signals, and middleware Integrate JavaScript, PostgreSQL, Redis, Celery, Docker, and Memcached into your applications Book DescriptionIf you want to learn Django by doing, this book is for you. Django 5 By Example is the fifth edition of the best-selling franchise that helps you build real-world web apps. This book will walk you through planning and creation, solving common problems, and implementing best practices using a step-by-step approach. You’ll cover a wide range of web application development topics through four different projects: a blog application, a social website, an e-commerce application, and an e-learning platform. Pick up what’s new in Django 5 as you build end-to-end Python web apps, follow detailed project plans, and understand the hows and whys of Django. This is a practical and approachable book that will have you creating web apps quickly.What you will learn Use different modules of the Django framework to solve specific problems Integrate third-party Django applications into your project Build complex web applications using Redis, Postgres, Celery/RabbitMQ, and Memcached Set up a production environment for your projects with Docker Compose Build a RESTful API with Django Rest Framework (DRF) Implement advanced functionalities, such as full-text search engines, user activity streams, payment gateways, and recommendation engines Build real-time asynchronous (ASGI) apps with Django Channels and WebSockets Who this book is for This book is for readers with basic Python programming knowledge and programmers transitioning from other web frameworks who wish to learn Django by doing. If you already use Django, or have in the past, and want to learn best practices and integrate other technologies to scale your applications, then this book is for you too. This book will help you master the most relevant areas of the framework by building practical projects from scratch. Some previous knowledge of HTML and JavaScript is assumed. |
| chatgpt custom instructions examples: Visual Revolution Hillary Scholl, 2024-01-25 In a world where digital marketing is a vast ocean of similarity, Visual Revolution -Leveraging Dall-E for Breakthrough Marketing emerges as a lighthouse, guiding you to the revolutionary shores of Dall-E-powered marketing. This groundbreaking guide is not just a book; it's a manifesto for those yearning to break free from the mundane, to stand out in a saturated market brimming with repetitive content. Dive deep into the mechanics of Dall-E, an AI marvel transforming the marketing landscape. Visual Revolution offers a treasure trove of insights on integrating Dall-E into your marketing toolkit, from crafting compelling prompts that bring your ideas to life to navigating the tricky waters of copyright laws. This guide is your compass in mastering the art of AI-augmented creativity, ensuring your brand not only stays afloat but sails ahead of the competition. With six revolutionary applications and insider strategies, this book is a beacon for marketers, creatives, and entrepreneurs eager to harness AI’s potential. It demystifies Dall-E's capabilities, illustrating how it elevates marketing strategies beyond the horizon of conventional approaches. The guide also sheds light on the superiority of Dall-E 3 and how ChatGPT can be your strategic ally, amplifying your AI-created visuals to unprecedented levels. |
| chatgpt custom instructions examples: The Million-Dollar Dialogue Aivaras Grauzinis, 2023-12-29 The AI technological revolution is here! The Million-Dollar Dialogue is your essential guide to mastering brainstorming, creative and winning idea creation using ChatGPT. Dive into the art of prompt engineering and learn how to craft compelling prompts that unlock AI's vast potential. This book demystifies AI, making it accessible for everyone, regardless of technical background. Discover how to brainstorm effectively with AI, challenge assumptions, and synthesize innovative ideas across various fields. Benefit from practical strategies, including iterative refinement and expansion, to turn abstract concepts into concrete, actionable plans. Whether you're an entrepreneur, writer, or innovator, The Million-Dollar Dialogue equips you with the tools and insights to harness AI for generating ground-breaking ideas. Transform your approach to problem-solving and creativity, and embark on a journey to unlock million-dollar ideas with the power of AI dialogue. Besides explanations of principles and methods, this book also contains a selection of unique prompts, powerful custom instructions, and super-prompts for ChatGPT. |
| chatgpt custom instructions examples: ChatGPT와 생성형 인공지능을 활용한 논문 작성법 신준석, 2024-08-16 ChatGPT와 생성형 인공지능 도구는 대학의 학습 현장이나 연구 현장에서 중요한 수단으로 부상하고 있다. ChatGPT와 같은 생성형 인공지능 도구는 연구자들에게 데이터 수집, 분석 및 논문 작성에서 큰 편의를 제공한다. 이 도구는 특히 텍스트 생성, 요약, 데이터 분석, 시각화 등 다양한 기능을 통해 연구자의 작업을 지원한다. 예를 들어, 연구자가 방대한 양의 텍스트 데이터를 처리하고 요약해야 할 때, ChatGPT는 자동으로 텍스트를 분류하고 필요한 정보를 추출할 수 있어 시간과 노력을 절약할 수 있다. 또 다른 생성형 인공지능 도구는 논문의 초기 초안 작성에서부터 편집, 교정에 이르기까지 다양한 단계를 지원한다. 문법 오류를 수정하고, 글의 흐름을 개선하며, 학술적으로 표현을 다듬는 데 효과적이다. 이러한 도구들은 연구자가 영어권 학술지에 논문을 제출할 때 특히 유용하다. 예를 들어, Paperal, Trinka, Quillbot와 같은 도구는 학술 논문의 채택 가능성을 높이는 데 도움을 줄 수 있다 . 그러나 생성형 인공지능 도구를 사용하는 데 있어 윤리적 고려가 중요하다. 연구 윤리와 학습 윤리를 준수하는 것은 모든 연구자에게 필수적인 책임이다. 연구자가 인공지능 도구를 활용할 때, 반드시 올바른 인용과 참조를 통해 도덕적 책임과 학술적 정직성을 지켜야 한다. 연구윤리의 기준을 준수하지 않으면, 연구의 신뢰성과 결과의 타당성을 해칠 수 있다. 특히, 생성형 인공지능 도구를 활용한 데이터 수집과 분석에서 투명성과 책임감을 갖고 접근해야 한다. ChatGPT와 생성형 인공지능 도구의 활용은 연구의 효율성을 높이는 강력한 수단이 될 수 있다. 하지만 이러한 도구들을 사용할 때, 윤리적 기준을 준수하고, 저작권과 사용권에 대한 이해를 바탕으로 적절히 활용하는 것이 중요하다. 이 책은 ChatGPT와 생성형 인공지능 도구를 사용해야 하는 상황을 고려하여 연구자가 보다 신뢰할 수 있고, 학술적으로 인정받는 논문을 작성할 수 있도록 돕기 위한 활용법 뿐만 아니라 윤리적 측면에서 무엇을 고려해야 하는지에 대해 생각하도록 돕는 내용으로 구성되어 있다. 이 책을 읽고나면 ChatGPT의 고급 활용에 자신감이 생기며 해외 논문을 체계적으로 분석한 자료를 자신의 연구에서 활용할 수 있게 될 것이다. |
| chatgpt custom instructions examples: How To Become A Data Scientist With ChatGPT: A Beginner's Guide to ChatGPT-Assisted Programming Rafiq Muhammad, 2024-01-13 Are you aspiring to become a data scientist but feeling overwhelmed by the challenges of coding in programming languages? Are you new to data science and don't know how to code in any programming language? Look no further; this book is your comprehensive solution. Master the fundamentals of code generation with ChatGPT, learn to craft effective prompts, and navigate the DOs and DON'Ts of this invaluable tool. This book tackles the problem many aspiring data scientists face: the lack of programming skills. It's a step-by-step guide that utilizes the transformative potential of ChatGPT to empower you to code efficiently, streamline complex data analytics, and become a successful data scientist. The book contains: The role of ChatGPT in Data Science ChatGPT for Data Analytics ChatGPT-assisted programming Step-by-step approach to code generation in ChatGPT for data science Case Studies to Demonstrate Data Analysis with ChatGPT Whether you are an experienced data scientist or just starting, this book will be your trusted ally in the journey. It explores real-world applications, deepens your understanding of predictive analytics, and supercharges your data science projects. Don't let programming hurdles hold you back. Let ChatGPT assist you on your path to becoming a data scientist. Are you ready to become a data scientist without a programming background? This book is your definitive guide to a future where ChatGPT empowers your journey to become a data scientist. |
| chatgpt custom instructions examples: The Routledge International Handbook of Automated Essay Evaluation Mark D. Shermis, Joshua Wilson, 2024-06-27 The Routledge International Handbook of Automated Essay Evaluation (AEE) is a definitive guide at the intersection of automation, artificial intelligence, and education. This volume encapsulates the ongoing advancement of AEE, reflecting its application in both large-scale and classroom-based assessments to support teaching and learning endeavors. It presents a comprehensive overview of AEE's current applications, including its extension into reading, speech, mathematics, and writing research; modern automated feedback systems; critical issues in automated evaluation such as psychometrics, fairness, bias, transparency, and validity; and the technological innovations that fuel current and future developments in this field. As AEE approaches a tipping point of global implementation, this Handbook stands as an essential resource, advocating for the conscientious adoption of AEE tools to enhance educational practices ethically. The Handbook will benefit readers by equipping them with the knowledge to thoughtfully integrate AEE, thereby enriching educational assessment, teaching, and learning worldwide. Aimed at researchers, educators, AEE developers, and policymakers, the Handbook is poised not only to chart the current landscape but also to stimulate scholarly discourse, define and inform best practices, and propel and guide future innovations. |
| chatgpt custom instructions examples: Your way to become a prompt expert! A comprehensive guide for working with ChatGPT Mika Schwan, Lucas Greif, Andreas Kimmig, 2023-08-29 Do you want to learn how to achieve stunning results with ChatGPT? Then this is the book for you! With Your way to become a prompt expert! A comprehensive guide for working with ChatGPTYour way to become a prompt expert! A comprehensive guide for working with ChatGPT, you will get a guide that will help you use the full potential of ChatGPT to accomplish complex tasks. In this book, you'll learn how to create effective prompts to get ChatGPT to generate the results you want. You will learn the best methods and techniques to create precise and controllable interactions with ChatGPT. This book will help you take your interaction with ChatGPT to the next level. What you'll learn in this book: - Prompt engineering basics: understand how ChatGPT works and how to create effective prompts. - Advanced prompt techniques: Learn different strategies to formulate complex queries and achieve customized results. - Troubleshooting and Optimization: Learn how to identify and optimize problems to get the best results from ChatGPT. - Practical examples and case studies: Use practical examples and case studies to immediately put into practice what you have learned. Whether you are an experienced developer or a newbie to ChatGPT, Your way to become a prompt expert! A comprehensive guide for working with ChatGPTYour way to become a prompt expert! A comprehensive guide for working with ChatGPT is the ultimate guide to expand your knowledge and get impressive results from ChatGPT. Get your copy now and become a master of prompt engineering for ChatGPT! |
| chatgpt custom instructions examples: Mastering Advanced Excel - With ChatGPT Integration Ritu Arora, 2023-07-22 Unleash the power of Excel for advanced data analysis, automation, and productivity KEY FEATURES ● Build a solid foundation in Excel by learning the basics, including the creation and formatting cells, sheets, and workbooks. ● Explore advanced Excel techniques, including formulas, data analysis, and VBA macros. ● Discover the potential of ChatGPT for Excel automation, that enables you to automate tasks and generate insightful reports. DESCRIPTION Advanced Excel is a powerful tool that goes beyond basic spreadsheet functions, allowing users to perform complex calculations, manipulate large datasets, create interactive visualizations, automate tasks, and conduct in-depth data analysis. If you want to enhance your productivity, accuracy, and decision-making skills in Excel, look no further. This book is a comprehensive guide that explores the advanced features of Microsoft Excel. From creating macros with VBA to automating tasks, working with large datasets, creating visualizations, and conducting data analysis, this book covers it all. Additionally, it also introduces ChatGPT, an AI chatbot that enhances Excel automation. With practical examples and clear instructions, this guide empowers users to maximize their productivity, efficiency, and decision-making skills in Excel. By the end of this book, you will have developed the expertise and confidence to tackle complex tasks in Excel with ease. WHAT YOU WILL LEARN ● Develop proficiency in working with large datasets. ● Conduct data analysis using powerful tools like Vlookup and Advanced Pivot Tables. ● Create impactful charts and graphs that effectively communicate your findings and insights. ● Seamlessly integrate Excel with other applications to streamline your workflows and enhance collaboration. ● Discover time-saving techniques and shortcut keys to improve your productivity and efficiency in Excel. WHO THIS BOOK IS FOR For individuals seeking to enhance their Excel skills for advanced tasks, this extensive book serves as a valuable asset. It also caters to the needs of accountants, financial analysts, business analysts, and data scientists who aspire to boost their efficiency and productivity in Excel. TABLE OF CONTENTS 1. Overview of Excel 2021 2. Cell References and Range 3. Working with Formulas and Functions 4. Data Validation 5. Protection 6. Sorting a Database 7. Filtering a Database 8. Subtotals and Data Consolidation 9. Pivot Tables 10. Conditional Formatting 11. What-if-Analysis 12. Working with Multiple Worksheets, Workbooks and Applications 13. Working with Charts 14. Creating and Recording Macros in VBA 15. Assigning Buttons to Macros 16. Functions and Subroutines in VBA 17. Conditional Statements in VBA 18. Variables and Data Types in VBA 19. Looping Structures in VBA 20. Arrays and Collections in VBA 21. Debugging and Error Handling in VBA 22. User Forms and User Input in VBS 23. Advanced VBA Techniques and Best Practices 24. Building Custom Add-ins with VBA 25. ChatGPT with Excel |
| chatgpt custom instructions examples: c't KI-Praxis c't-Redaktion, 2023-11-15 Das Sonderheft c't KI-Praxis liefert Tests und praktische Anleitungen für die Arbeit mit Chatbots. Es erklärt, warum Sprachmodelle Fehler machen und wie man sie verringern kann. Dies hilft nicht nur, wenn man Fragen und Aufträge an einen der online angebotenen Chatbots übermittelt. Will oder darf man beispielsweise aus Datenschutzgründen die Cloud-Dienste nicht nutzen, kann man sich auch eine eigene Sprach-KI einrichten. Die c't-Redaktion erklärt, wo man ein geeignetes Sprachmodell findet, wie man es lokal hostet und bei welchen Dienstleistern man es hosten kann. Dass generative KI immer produktiver einsetzbar ist, birgt Chancen und Risiken zugleich. Um Chancen zu nutzen und Risiken zu minimieren, helfen geeignete Spielregeln für den KI-Einsatz in Schule, Ausbildung und Beruf. |
| chatgpt custom instructions examples: ChatGPT for Coaches Develop Your Self-Coaching Practice Cea West, Discover the transformative power of self-coaching with this comprehensive guide, featuring the Wheel of Life exercise, 18 essential self-coaching elements, and ChatGPT prompt templates for personalized motivation. Learn practical exercises and access ChatGPT 3 and ChatGPT 4 to create a tailored coaching plan and coaching program that keeps you on track towards success. |
| chatgpt custom instructions examples: UX for Enterprise ChatGPT Solutions Richard H. Miller, 2024-09-06 Create engaging AI experiences by mastering ChatGPT for business and leveraging user interface design practices, research methods, prompt engineering, the feeding lifecycle, and more Key Features Learn in-demand design thinking and user research techniques applicable to all conversational AI platforms Measure the quality and evaluate ChatGPT from a customer’s perspective for optimal user experience Set up and use your secure private data, documents, and materials to enhance your ChatGPT models Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMany enterprises grapple with new technology, often hopping on the bandwagon only to abandon it when challenges emerge. This book is your guide to seamlessly integrating ChatGPT into enterprise solutions with a UX-centered approach. UX for Enterprise ChatGPT Solutions empowers you to master effective use case design and adapt UX guidelines through an engaging learning experience. Discover how to prepare your content for success by tailoring interactions to match your audience’s voice, style, and tone using prompt-engineering and fine-tuning. For UX professionals, this book is the key to anchoring your expertise in this evolving field. Writers, researchers, product managers, and linguists will learn to make insightful design decisions. You’ll explore use cases like ChatGPT-powered chat and recommendation engines, while uncovering the AI magic behind the scenes. The book introduces a and feeding model, enabling you to leverage feedback and monitoring to iterate and refine any Large Language Model solution. Packed with hundreds of tips and tricks, this guide will help you build a continuous improvement cycle suited for AI solutions. By the end, you’ll know how to craft powerful, accurate, responsive, and brand-consistent generative AI experiences, revolutionizing your organization’s use of ChatGPT.What you will learn Align with user needs by applying design thinking to tailor ChatGPT to meet customer expectations Harness user research to enhance chatbots and recommendation engines Track quality metrics and learn methods to evaluate and monitor ChatGPT's quality and usability Establish and maintain a uniform style and tone with prompt engineering and fine-tuning Apply proven heuristics by monitoring and assessing the UX for conversational experiences with trusted methods Refine continuously by implementing an ongoing process for chatbot and feeding Who this book is for This book is for user experience designers, product managers, and product owners of business and enterprise ChatGPT solutions who are interested in learning how to design and implement ChatGPT-4 solutions for enterprise needs. You should have a basic-to-intermediate level of understanding in UI/UX design concepts and fundamental knowledge of ChatGPT-4 and its capabilities. |
| chatgpt custom instructions examples: ChatGPT for Cybersecurity Cookbook Clint Bodungen, 2024-03-29 Master ChatGPT and the OpenAI API and harness the power of cutting-edge generative AI and large language models to revolutionize the way you perform penetration testing, threat detection, and risk assessment. Key Features Enhance your skills by leveraging ChatGPT to generate complex commands, write code, and create tools Automate penetration testing, risk assessment, and threat detection tasks using the OpenAI API and Python programming Revolutionize your approach to cybersecurity with an AI-powered toolkit Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAre you ready to unleash the potential of AI-driven cybersecurity? This cookbook takes you on a journey toward enhancing your cybersecurity skills, whether you’re a novice or a seasoned professional. By leveraging cutting-edge generative AI and large language models such as ChatGPT, you'll gain a competitive advantage in the ever-evolving cybersecurity landscape. ChatGPT for Cybersecurity Cookbook shows you how to automate and optimize various cybersecurity tasks, including penetration testing, vulnerability assessments, risk assessment, and threat detection. Each recipe demonstrates step by step how to utilize ChatGPT and the OpenAI API to generate complex commands, write code, and even create complete tools. You’ll discover how AI-powered cybersecurity can revolutionize your approach to security, providing you with new strategies and techniques for tackling challenges. As you progress, you’ll dive into detailed recipes covering attack vector automation, vulnerability scanning, GPT-assisted code analysis, and more. By learning to harness the power of generative AI, you'll not only expand your skillset but also increase your efficiency. By the end of this cybersecurity book, you’ll have the confidence and knowledge you need to stay ahead of the curve, mastering the latest generative AI tools and techniques in cybersecurity.What you will learn Master ChatGPT prompt engineering for complex cybersecurity tasks Use the OpenAI API to enhance and automate penetration testing Implement artificial intelligence-driven vulnerability assessments and risk analyses Automate threat detection with the OpenAI API Develop custom AI-enhanced cybersecurity tools and scripts Perform AI-powered cybersecurity training and exercises Optimize cybersecurity workflows using generative AI-powered techniques Who this book is for This book is for cybersecurity professionals, IT experts, and enthusiasts looking to harness the power of ChatGPT and the OpenAI API in their cybersecurity operations. Whether you're a red teamer, blue teamer, or security researcher, this book will help you revolutionize your approach to cybersecurity with generative AI-powered techniques. A basic understanding of cybersecurity concepts along with familiarity in Python programming is expected. Experience with command-line tools and basic knowledge of networking concepts and web technologies is also required. |
| chatgpt custom instructions examples: Transformers for Natural Language Processing Denis Rothman, 2022-03-25 OpenAI's GPT-3, ChatGPT, GPT-4 and Hugging Face transformers for language tasks in one book. Get a taste of the future of transformers, including computer vision tasks and code writing and assistance. Purchase of the print or Kindle book includes a free eBook in PDF format Key Features Improve your productivity with OpenAI’s ChatGPT and GPT-4 from prompt engineering to creating and analyzing machine learning models Pretrain a BERT-based model from scratch using Hugging Face Fine-tune powerful transformer models, including OpenAI's GPT-3, to learn the logic of your data Book DescriptionTransformers are...well...transforming the world of AI. There are many platforms and models out there, but which ones best suit your needs? Transformers for Natural Language Processing, 2nd Edition, guides you through the world of transformers, highlighting the strengths of different models and platforms, while teaching you the problem-solving skills you need to tackle model weaknesses. You'll use Hugging Face to pretrain a RoBERTa model from scratch, from building the dataset to defining the data collator to training the model. If you're looking to fine-tune a pretrained model, including GPT-3, then Transformers for Natural Language Processing, 2nd Edition, shows you how with step-by-step guides. The book investigates machine translations, speech-to-text, text-to-speech, question-answering, and many more NLP tasks. It provides techniques to solve hard language problems and may even help with fake news anxiety (read chapter 13 for more details). You'll see how cutting-edge platforms, such as OpenAI, have taken transformers beyond language into computer vision tasks and code creation using DALL-E 2, ChatGPT, and GPT-4. By the end of this book, you'll know how transformers work and how to implement them and resolve issues like an AI detective.What you will learn Discover new techniques to investigate complex language problems Compare and contrast the results of GPT-3 against T5, GPT-2, and BERT-based transformers Carry out sentiment analysis, text summarization, casual speech analysis, machine translations, and more using TensorFlow, PyTorch, and GPT-3 Find out how ViT and CLIP label images (including blurry ones!) and create images from a sentence using DALL-E Learn the mechanics of advanced prompt engineering for ChatGPT and GPT-4 Who this book is for If you want to learn about and apply transformers to your natural language (and image) data, this book is for you. You'll need a good understanding of Python and deep learning and a basic understanding of NLP to benefit most from this book. Many platforms covered in this book provide interactive user interfaces, which allow readers with a general interest in NLP and AI to follow several chapters. And don't worry if you get stuck or have questions; this book gives you direct access to our AI/ML community to help guide you on your transformers journey! |
| chatgpt custom instructions examples: Build a Large Language Model (From Scratch) Sebastian Raschka, 2024-10-29 Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks. Build a Large Language Model (from Scratch) teaches you how to: • Plan and code all the parts of an LLM • Prepare a dataset suitable for LLM training • Fine-tune LLMs for text classification and with your own data • Use human feedback to ensure your LLM follows instructions • Load pretrained weights into an LLM Build a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant. About the technology Physicist Richard P. Feynman reportedly said, “I don’t understand anything I can’t build.” Based on this same powerful principle, bestselling author Sebastian Raschka guides you step by step as you build a GPT-style LLM that you can run on your laptop. This is an engaging book that covers each stage of the process, from planning and coding to training and fine-tuning. About the book Build a Large Language Model (From Scratch) is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you’ll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you’ll really understand it because you built it yourself! What's inside • Plan and code an LLM comparable to GPT-2 • Load pretrained weights • Construct a complete training pipeline • Fine-tune your LLM for text classification • Develop LLMs that follow human instructions About the reader Readers need intermediate Python skills and some knowledge of machine learning. The LLM you create will run on any modern laptop and can optionally utilize GPUs. About the author Sebastian Raschka is a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software. The technical editor on this book was David Caswell. Table of Contents 1 Understanding large language models 2 Working with text data 3 Coding attention mechanisms 4 Implementing a GPT model from scratch to generate text 5 Pretraining on unlabeled data 6 Fine-tuning for classification 7 Fine-tuning to follow instructions A Introduction to PyTorch B References and further reading C Exercise solutions D Adding bells and whistles to the training loop E Parameter-efficient fine-tuning with LoRA |
| chatgpt custom instructions examples: Generative AI with LangChain Ben Auffarth, 2023-12-22 2024 Edition – Get to grips with the LangChain framework to develop production-ready applications, including agents and personal assistants. The 2024 edition features updated code examples and an improved GitHub repository. Purchase of the print or Kindle book includes a free PDF eBook. Key Features Learn how to leverage LangChain to work around LLMs’ inherent weaknesses Delve into LLMs with LangChain and explore their fundamentals, ethical dimensions, and application challenges Get better at using ChatGPT and GPT models, from heuristics and training to scalable deployment, empowering you to transform ideas into reality Book DescriptionChatGPT and the GPT models by OpenAI have brought about a revolution not only in how we write and research but also in how we can process information. This book discusses the functioning, capabilities, and limitations of LLMs underlying chat systems, including ChatGPT and Gemini. It demonstrates, in a series of practical examples, how to use the LangChain framework to build production-ready and responsive LLM applications for tasks ranging from customer support to software development assistance and data analysis – illustrating the expansive utility of LLMs in real-world applications. Unlock the full potential of LLMs within your projects as you navigate through guidance on fine-tuning, prompt engineering, and best practices for deployment and monitoring in production environments. Whether you're building creative writing tools, developing sophisticated chatbots, or crafting cutting-edge software development aids, this book will be your roadmap to mastering the transformative power of generative AI with confidence and creativity.What you will learn Create LLM apps with LangChain, like question-answering systems and chatbots Understand transformer models and attention mechanisms Automate data analysis and visualization using pandas and Python Grasp prompt engineering to improve performance Fine-tune LLMs and get to know the tools to unleash their power Deploy LLMs as a service with LangChain and apply evaluation strategies Privately interact with documents using open-source LLMs to prevent data leaks Who this book is for The book is for developers, researchers, and anyone interested in learning more about LangChain. Whether you are a beginner or an experienced developer, this book will serve as a valuable resource if you want to get the most out of LLMs using LangChain. Basic knowledge of Python is a prerequisite, while prior exposure to machine learning will help you follow along more easily. |
| chatgpt custom instructions examples: Mastering Artificial Intelligence for TV Production Andy Sutton, 2024-09-15 Revolutionize Your Editing, Writing, and Shooting Workflow! Unlock the transformative power of artificial intelligence in TV production and filmmaking with Mastering Artificial Intelligence for TV Production. Written by award-winning TV editor Andy Sutton, this comprehensive guide explores how AI tools, like ChatGPT, can revolutionize the way producers, directors, and editors create content. Whether you're a seasoned professional or a newcomer to the industry, this book provides actionable insights into harnessing AI to streamline post-production, enhance storytelling, and manage complex workflows. Andy Sutton brings over 25 years of experience in the television industry to the table, offering a detailed look at how AI can be integrated into everyday production tasks. Learn how to use AI for generating interview questions, organizing footage, editing scripts, and producing compelling commentary. This guide also delves into advanced topics such as voice cloning, metadata management, fact-checking, and how to leverage AI tools for script optimisation. Packed with step-by-step instructions, real-world examples, and practical prompts, Mastering Artificial Intelligence for TV Production is the ultimate resource for filmmakers and content creators looking to gain a competitive edge. If you want to elevate your editing workflow, improve efficiency, and stay ahead of the curve in TV production, this book is your essential roadmap. |
| chatgpt custom instructions examples: AI-Assisted Programming Tom Taulli, 2024-04-10 Get practical advice on how to leverage AI development tools for all stages of code creation, including requirements, planning, design, coding, debugging, testing, and documentation. With this book, beginners and experienced developers alike will learn how to use a wide range of tools, from general-purpose LLMs (ChatGPT, Gemini, and Claude) to code-specific systems (GitHub Copilot, Tabnine, Cursor, and Amazon CodeWhisperer). You'll also learn about more specialized generative AI tools for tasks such as text-to-image creation. Author Tom Taulli provides a methodology for modular programming that aligns effectively with the way prompts create AI-generated code. This guide also describes the best ways of using general purpose LLMs to learn a programming language, explain code, or convert code from one language to another. This book examines: The core capabilities of AI-based development tools Pros, cons, and use cases of popular systems such as GitHub Copilot and Amazon CodeWhisperer Ways to use ChatGPT, Gemini, Claude, and other generic LLMs for coding Using AI development tools for the software development lifecycle, including requirements, planning, coding, debugging, and testing Prompt engineering for development Using AI-assisted programming for tedious tasks like creating regular expressions, starter code, object-oriented programming classes, and GitHub Actions How to use AI-based low-code and no-code tools, such as to create professional UIs |
| chatgpt custom instructions examples: ABAP Development for SAP HANA Hermann Gahm, Thorsten Schneider, Christiaan Swanepoel, Eric Westenberger, 2016 See how SAP HANA has changed ABAP Whether you're studying for certification or just want to see what's new, you can learn to design simple and advanced SAP HANA applications with ABAP by using this comprehensive guide. Learn to enable code pushdown, use new Open SQL enhancements and CDS views, and integrate native SAP HANA objects. Use detailed programming examples to develop database procedures and optimize your applications. You'll be programming for SAP HANA in no time Basic Principles Explore essential SAP HANA principles like in-memory technology and architecture, the SAP Web IDE, and AS ABAP database programming. Advanced Techniques Learn to use tools like InfoProviders, EasyQuery Interface, and the Application Function Modeler for SAP HANA. Discover how to integrate geographical data from SAP HANA in ABAP programs. Optimizing Existing Applications Get step-by-step instructions to help you optimize existing ABAP applications, and learn how to speed up applications with SAP HANA. Highlights: Code pushdown SAP Web IDE Eclipse CDS views SQLScript Native SAP HANA object integration Open SQL enhancements Geo-information Text searches Error analysis |
| chatgpt custom instructions examples: Introduction to Text Analytics Emily Ohman, 2024-11-01 This easy-to-follow book will revolutionise how you approach text mining and data analysis as well as equipping you with the tools, and confidence, to navigate complex qualitative data. It can be challenging to effectively combine theoretical concepts with practical, real-world applications but this accessible guide provides you with a clear step-by-step approach. Written specifically for students and early career researchers this pragmatic manual will: • Contextualise your learning with real-world data and engaging case studies. • Encourage the application of your new skills with reflective questions. • Enhance your ability to be critical, and reflective, when dealing with imperfect data. Supported by practical online resources, this book is the perfect companion for those looking to gain confidence and independence whilst using transferable data skills. |
| chatgpt custom instructions examples: Generative AI Business Applications David E. Sweenor, Yves Mulkers, 2024-01-31 Within the past year, generative AI has broken barriers and transformed how we think about what computers are truly capable of. But, with the marketing hype and generative AI washing of content, it’s increasingly difficult for business leaders and practitioners to go beyond the art of the possible and answer that critical question–how is generative AI actually being used in organizations? With over 70 real-world case studies and applications across 12 different industries and 11 departments, Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies fills a critical knowledge gap for business leaders and practitioners by providing examples of generative AI in action. Diving into the case studies, this TinyTechGuide discusses AI risks, implementation considerations, generative AI operations, AI ethics, and trustworthy AI. The world is transforming before our very eyes. Don’t get left behind—while understanding the powers and perils of generative AI. Full of use cases and real-world applications, this book is designed for business leaders, tech professionals, and IT teams. We provide practical, jargon-free explanations of generative AI's transformative power. Gain a competitive edge in today's marketplace with Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies. Remember, it's not the tech that's tiny, just the book!™ |
| chatgpt custom instructions examples: Building Your Own Smart Mirror with Raspberry Pi Barrett Williams, ChatGPT, 2024-08-26 **Unlock the Future Build Your Own Smart Mirror with Raspberry Pi** Transform your everyday routines and step into the future with Building Your Own Smart Mirror with Raspberry Pi. This comprehensive guide will take you from a tech enthusiast to a proud creator of an intelligent, multifunctional mirror that combines innovative technology with practical utility. **Discover the World of Smart Mirrors** Start your journey with an introduction to smart mirrors, their real-world applications, and the numerous benefits of having one in your home. Understand how smart mirrors are revolutionizing both personal and professional spaces, and get inspired by their potential. **Master the Raspberry Pi** Dive into the heart of this project with detailed insights into the Raspberry Pi. Learn about different models, key features, and capabilities, making sure you choose the right one for your needs. **Gather the Essentials** Equip yourself with all the necessary hardware, software, and tools. From essential components to recommended accessories, this guide ensures you have everything needed to bring your smart mirror project to life. **Step-by-Step Installation and Configuration** Follow clear, step-by-step instructions to set up Raspbian OS, configure your hardware, and establish network connectivity. Learn the basics of Python programming to give your smart mirror its smarts. **Build and Customize** Create an elegant frame, set up a two-way mirror, and install state-of-the-art software like MagicMirror². Customize the interface to your liking â adjust layouts, colors, themes, and add useful modules like calendar and weather updates. **Integrate and Innovate** Push your project even further by incorporating voice assistants, smart home devices, and facial recognition. Discover how to seamlessly control lights, monitor home conditions, and personalize user experiences. **Troubleshoot and Enhance** Address common issues with ease and explore advanced customizations to develop your own modules. Ensure your smart mirror stays updated, clean, and running smoothly. **Stay Ahead with Emerging Technologies** Look into the future of smart mirrors, explore potential upgrades, and stay informed about the latest innovations. Join a vibrant community of tech enthusiasts, tap into online forums, and contribute to open-source projects. Building Your Own Smart Mirror with Raspberry Pi is more than just a guideâit's an invitation to innovate, create, and transform your everyday life. Get started today and bring the future into your home. |
| chatgpt custom instructions examples: Farming for the Future Barrett Williams, ChatGPT, 2024-04-22 Are you ready to embark on a journey that harmonizes your life with the rhythms of nature? Farming for the Future is not just an eBook—it's an indispensable guide to transforming your living space, whether rural or urban, into a thriving homestead that fosters sustainability, resilience, and harmony with the earth. This riveting guide offers a deep dive into sustainable homesteading—an age-old practice, now with a modern twist, addressing today's ecological challenges and a growing desire for independence. Each chapter unfolds a new layer of knowledge, a step-by-step approach to creating and nurturing a homestead that can stand the test of time and climate change. From the very essence of sustainable homesteading to the technological innovations that compliment it, Farming for the Future is meticulously structured to ensure that every area of homestead development is covered. Learn about soil health and the secrets of water management to create a lush environment that supports both plant and animal life. Discover how to harness renewable energy solutions that diminish your carbon footprint while maintaining efficiency. Explore eco-friendly construction, diversified farming methods, and integrated pest management, understanding how each aspect of homesteading contributes to a greater good. The book provides essential tactics for livestock management, ensuring ethical treatment and welfare, and unfolds innovative ways to market your homestead's produce. Dive into community engagement, and how to inspire others while amplifying the voice of sustainability in policy advocacy. Learn the importance of not only preserving the bounty of your garden but also nourishing strong bonds within your community through education and shared experiences. Farming for the Future challenges you to rethink conventional farming by incorporating global perspectives, permaculture principles, and a strong emphasis on personal resilience. It considers all angles, from legal frameworks to managing finances and even blending artistic expression into your homestead—an essential balance between functionality and beauty. This comprehensive guide promises not just an array of skills but also a transformation in mindset. It's about nurturing a space that is not only productive but is a source of strength, joy, and refuge. Join the many who have already taken the first steps towards a sustainable lifestyle and secure your copy of Farming for the Future. Create a legacy of abundance, self-reliance, and environmental consciousness. It's time to sow the seeds of change and reap a future where both you and the planet thrive. |
| chatgpt custom instructions examples: Improving Library Systems with AI: Applications, Approaches, and Bibliometric Insights Senthilkumar, K.R., Jagajeevan, R., 2024-05-17 As libraries transition into the digital age, they encounter a pressing challenge: outdated information systems hinder their ability to meet the diverse needs of patrons. Traditional library management systems struggle to cope with the demands of modern users, resulting in inefficient resource allocation, limited accessibility, and disjointed user experiences. This disconnect between antiquated systems and evolving user expectations poses a significant barrier to libraries striving to remain relevant in an increasingly digital world. Improving Library Systems with AI: Applications, Approaches, and Bibliometric Insights presents a comprehensive solution to this pressing problem. By integrating modern digital tools and technologies, libraries can revolutionize their information systems, enhancing accessibility, efficiency, and user satisfaction. This book offers practical insights and strategies for modernizing library services and operations, from digitizing physical resources to implementing advanced search algorithms and data analytics. Librarians, administrators, and technology providers will find invaluable guidance on navigating the complexities of digital transformation and maximizing the impact of their efforts. |
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5 days ago · ChatGPT中文版：国内访问指南（支持 GPT-4、GPT-4o、GPT-o1，无需翻墙）【5月持续更新】ChatGPT中文版、ChatGPT官网、ChatGPT网页版，本文提供完整的 …
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ChatGPT 中文版：国内直连指南（支持GPT-4、4o、o1 ... - GitHub
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国内如何使用 ChatGPT？最容易懂的 ChatGPT 介绍与教学指南
Jun 8, 2025 · ChatGPT 中文版 是 OpenAI 专为中文用户量身定做的智能对话工具，旨在提供更加顺畅且精准的中文交流体验。与国际版相比，ChatGPT 中文版在以下几个方面更符合国内用户需求： 优化 …
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3 days ago · ChatGPT中文版镜像网站合集（支持GPT-4，无需翻墙，实时更新）2025年最新 ChatGPT 中文版镜像网站。
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2 days ago · 镜像站地址 支持版本 免费额度 注册方式 稳定性 功能亮点; lanjing.pro: GPT-4, GPT-4o, GPT-o1: 有 ...
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chatgpt-zh/chatgpt-china-guide: ChatGPT官网 - GitHub
May 27, 2025 · ChatGPT 中文版和官网有何不同？ 中文版是专为国内用户优化的服务，通过镜像站提供更快、更稳定的访问，而官网需要翻墙访问。 ChatGPT 中文版是否支持 GPT-4？ 是的，大部分镜 …
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