Download or read book Prompt Engineering for Generative AI written by James Phoenix and published by "O'Reilly Media, Inc.". This book was released on 2024-05-16 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book The Quick Guide to Prompt Engineering written by Ian Khan and published by John Wiley & Sons. This book was released on 2024-03-19 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Essentials of Prompt Engineering for Generative AI written by Lance Eliot and published by . This book was released on 2024-03-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Mastering Prompt Engineering for Generative AI Unlocking the Full Potential of AI Technology written by Anand Vemula and published by Anand Vemula. This book was released on with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to mastering the art and science of crafting effective prompts to unleash the full potential of generative AI. This book delves into the principles, techniques, and ethical considerations of prompt engineering, providing readers with practical insights and strategies for achieving optimal results. The book begins by exploring the fundamentals of prompt engineering, including the definition of prompts, their importance in guiding AI models, and the various types of prompts commonly used. Readers will learn about the common challenges and pitfalls of prompt engineering and gain a deeper understanding of AI models, their architecture, training processes, strengths, and limitations. Moving on to advanced topics, the book covers multi-turn prompts, contextual and sequential prompts, and leveraging model outputs to refine and enhance AI-generated content. Readers will discover domain-specific applications of prompt engineering, including creative writing, conversational AI, visual and artistic applications, and scientific and technical domains. Ethical considerations play a significant role in prompt engineering, and the book provides insights into recognizing and mitigating bias, ethical considerations, and responsible AI use. Readers will also gain practical knowledge of the tools and platforms available for prompt engineering, along with techniques for customizing and extending AI models. Testing and evaluation are essential aspects of prompt engineering, and the book offers guidance on metrics for assessing prompt performance, gathering user feedback, and conducting A/B testing and comparative analysis. Real-world case studies highlight successful applications of prompt engineering across various industries, offering valuable lessons and insights. Finally, the book explores future trends in generative AI and prompt engineering, providing readers with a glimpse into emerging technologies, predictions for the future of AI, and strategies for preparing for future developments. With its comprehensive coverage and practical insights, "Prompt Engineering for Generative AI" is an indispensable resource for AI enthusiasts, researchers, developers, and anyone looking to harness the power of generative AI through effective prompt engineering

Download or read book Advances in Prompt Engineering for Generative AI written by Lance Eliot and published by . This book was released on 2024-03-20 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Prompt Engineering written by Navveen Balani and published by Independently Published. This book was released on 2023-04-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Once upon a time, in a world teeming with creativity, an author embarked on an ambitious quest to create a book unlike any other: "Prompt Engineering: Unlocking Generative AI." This tale begins with a simple question: Could the synergy of human creative prowess and Generative AI give birth to a groundbreaking masterpiece? Unraveling the answer to this question would not only revolutionize the author's creative process but also open up new horizons for human-machine collaborations across a wide range of sectors. As the author delved into the seemingly infinite possibilities of Generative AI, a fascinating process called prompt engineering caught his attention. By combining human ingenuity with machine intelligence, the author discovered a synergistic partnership that transcended the boundaries of traditional writing. Together, they weaved an intricate tapestry of stories, ideas, and insights, revealing the untapped potential of man and machine working in harmony to create artful crafts. The author's distinct ingenuity played an integral role in the success of this collaboration. By masterfully combining his writing with the generative process, the author seamlessly blended his imagination and artistic sensibilities with the resourcefulness of AI. This innovative approach led to creating and refining content that was engaging and thought-provoking and a reflection of his own creative vision. The author demonstrated the power of a harmonious partnership between humans and Generative AI, producing a unique and inspiring blend of content showcasing the best of both worlds. Recognizing the ever-evolving nature of Generative AI, one must appreciate that it is an ongoing journey toward perfection. The journey of crafting significant and coherent prompts frequently necessitates iterations, as AI-generated output may only sometimes meet initial expectations. Yet, this fundamental practice of optimizing and reassessing prompts nurtures a symbiotic relationship, empowering AI and human collaborators to grow in unison. As we navigate this path together, addressing and mitigating the ethical considerations that emerge in the context of AI-generated content is crucial. As we embark on this journey through the pages of this book, we realize that the key to unlocking boundless potential lies within each of us. Creativity is the spark that ignites this thrilling journey into the future, and our collective imagination will guide us into a world filled with limitless possibilities. So, dear reader, embark on this exhilarating journey through the pages of "Prompt Engineering: Unlocking Generative AI," a book that is not just a work of art but also an adventure, an exploration, and a celebration of the limitless possibilities that lie at the intersection of human imagination and machine intelligence. The story has only just begun, and together, we can shape a brighter, more inclusive world where everyone has the chance to contribute to the tapestry of human progress. This book is designed for everyone who wishes to unleash their creativity, regardless of technical background. All you need is a creative mindset to harness the limitless potential of Generative AI. The book offers an accessible and engaging journey, perfect for beginners and experts alike. Ignite your imagination, and uncover the transformative capabilities of Generative AI. Here is the captivating Table of Contents to pique your curiosity and inspire your creative exploration: Chapter 1. Introduction to Prompt Engineering Chapter 2. Foundations of Language Models Chapter 3. Art and Science of Prompt Engineering Chapter 4. Crafting Prompt Types Chapter 5. Advanced Prompt Engineering Chapter 6. Ethical Considerations in Prompt Engineering Chapter 7. Use Cases for Real-World Prompt Engineering Chapter 8. The Future of Prompt Engineering

Download or read book Optimizing Prompt Engineering for Generative AI written by Erik Herman and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the constantly changing field of artificial intelligence, effective communication and prompt engineering have become essential for developers, researchers, and tech enthusiasts to guide and improve AI. Optimizing Prompt Engineering for Generative AI provides in-depth insight into the techniques and skills needed to create prompts that enhance the performance and relevance of conversational AI systems. Intended for AI practitioners, technology developers, and academics, this book serves as both a foundational text for newcomers and a detailed guide for experienced professionals seeking to refine their skills. This book equips readers with the knowledge to effectively design, test, and refine AI prompts that lead to more accurate, engaging, and ethically aligned AI interactions. From the basics of prompt construction to advanced techniques for specific industries, the content covers a broad spectrum. Each chapter builds on the previous one, starting with an introduction to the fundamental concepts of prompt engineering, moving through detailed discussions on crafting effective prompts, and concluding with insights into future trends and ethical considerations. Through a blend of theoretical explanations, practical applications, case studies, and hands-on exercises, the coverage ensures that readers not only understand the principles of prompt engineering but also know how to apply these principles effectively. By the end of this journey, readers will be equipped to enhance the capabilities of AI systems, making them more responsive, intuitive, and beneficial in a variety of real-world settings. This book is not just a manual; its a pathway to mastering the art of conversational AI, designed to foster an innovative approach to AI interactions that are as transformative as they are forward-thinking.

Download or read book The Power of Generative AI written by Aimee Mills and published by Independently Published. This book was released on 2023-12-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine a world where data isn't just analyzed, but actively used to create entirely new things. A world where scientists and analysts are not just interpreters of information, but architects of innovation. This, my friends, is the world of generative AI, and it's closer than you think. Welcome to the Future: Step into the shoes of Anya, a talented data scientist at a leading tech firm. Tired of the repetitive data analysis, Anya yearns to push the boundaries of what's possible. Then she discovers the power of generative AI, and her world is transformed. She learns to craft prompts, those magical incantations that unlock the creative potential of AI models, and with each prompt, she unleashes a wave of innovation. Anya generates new molecules for drug discovery, designs never-before-seen materials, and even crafts compelling stories that move hearts and minds. Unlock Your Potential: This book is your guide to becoming a master of the art of prompt engineering. Whether you're a seasoned data scientist or just starting out, "The Power of Generative" will equip you with the knowledge and skills you need to unlock the full potential of generative AI. Here's what you'll discover: The fundamental principles of generative AI: Demystifying the complex world of AI models and how they learn to create. The art of crafting prompts: Master the language of AI, from understanding syntax to structuring effective prompts for different tasks. Advanced techniques for prompt engineering: Explore cutting-edge methods like embedding, conditional generation, and fine-tuning. Real-world applications: Dive deep into practical use cases for generative AI across various industries. Ethical considerations and responsible AI: Learn how to use generative AI ethically and responsibly, mitigating potential risks and biases. Claim Your Power: Generative AI is not just a technological leap, it's a paradigm shift. It's a call to arms for data scientists and analysts to embrace their creativity and become architects of the future. Are you ready to join the revolution? Take action today. BUY "The Power of Generative" and unlock your potential as a prompt engineer. The world of innovation awaits.

Download or read book Transforming Education With Generative AI Prompt Engineering and Synthetic Content Creation written by Sharma, Ramesh C. and published by IGI Global. This book was released on 2024-02-07 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Prompt Engineering Using ChatGPT written by Mehrzad Tabatabaian and published by Stylus Publishing, LLC. This book was released on 2024-05-22 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book Prompt Engineering for Generative AI written by James Phoenix and published by . This book was released on 2024-09-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book AI Unraveled Master GPT x Gemini Generative AI LLMs Prompt Engineering A simplified Guide For Everyday Users written by Etienne Noumen and published by Etienne Noumen. This book was released on with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the revolutionary world of Artificial Intelligence with 'AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence'. This comprehensive guide is your portal to understanding AI's most intricate concepts and cutting-edge developments. Whether you're a curious beginner or an AI enthusiast, this book is tailored to unveil the complexities of AI in a simple, accessible manner. What's Inside: Fundamental AI Concepts: Journey through the basics of AI, machine learning, deep learning, and neural networks. AI in Action: Explore how AI is reshaping industries and society, diving into its applications in computer vision, natural language processing, and beyond. Ethical AI: Tackle critical issues like AI ethics and bias, understanding the moral implications of AI advancements. Industry Insights: Gain insights into how AI is revolutionizing industries and impacting our daily lives. The Future of AI: Forecast the exciting possibilities and challenges that lie ahead in the AI landscape. Special Focus on Generative AI & LLMs: Latest AI Trends: Stay updated with the latest in AI, including ChatGPT, Google Bard, GPT-4, Gemini, and more. Interactive Quizzes: Test your knowledge with engaging quizzes on Generative AI and Large Language Models (LLMs). Practical Guides: Master GPT-4 with a simplified guide, delve into advanced prompt engineering, and explore the nuances of temperature settings in AI. Real-World Applications: Learn how to leverage AI in various sectors, from healthcare to cybersecurity, and even explore its potential in areas like aging research and brain implants. For the AI Enthusiast: Prompt Engineering: Uncover secrets to crafting effective prompts for ChatGPT/Google Bard. AI Career Insights: Explore lucrative career paths in AI, including roles like AI Prompt Engineers. AI Investment Guide: Navigate the world of AI stocks and investment opportunities. Your Guide to Navigating AI: Do-It-Yourself Tutorials: From building custom ChatGPT applications to running LLMs locally, this book offers step-by-step guides. AI for Everyday Use: Learn how AI can assist in weight loss, social media, and more. 'AI Unraveled' is more than just a book; it's a resource for anyone looking to grasp the complexities of AI and its impact on our world. Get ready to embark on an enlightening journey into the realm of Artificial Intelligence!" More Topics Covered: Artificial Intelligence, Machine Learning, Deep Learning, NLP, AI Ethics, Robotics, Cognitive Computing, ChatGPT, OpenAI, Google Bard, Generative AI, LLMs, AI in Healthcare, AI Investments, and much more. GPT-4 vs Gemini: Pros and Cons Mastering GPT-4: Simplified Guide For everyday Users Advance Prompt Engineering Techniques: [Single Prompt Technique, Zero-Shot and Few-Shot, Zero-Shot and Few-Shot, Generated Knowledge Prompting, EmotionPrompt, Chain of Density (CoD), Chain of Thought (CoT), Validation of LLMs Responses, Chain of Verification (CoVe), Agents - The Frontier of Prompt Engineering, Prompt Chaining vs Agents, Tree of Thought (ToT), ReAct (Reasoning + Act), ReWOO (Reasoning WithOut Observation), Reflexion and Self-Reflection, Guardrails, RAIL (Reliable AI Markup Language), Guardrails AI, NeMo Guardrails] Understanding Temperature in GPT-4: A Guide to AI Probability and Creativity Retrieval-Augmented Generation (RAG) model in the context of Large Language Models (LLMs) like GPT-4 Prompt Ideas for ChatGPT/Google Bard How to Run ChatGPT-like LLMs Locally on Your Computer in 3 Easy Steps ChatGPT Custom Instructions Settings for Power Users Examples of bad and good ChatGPT prompts Top 5 Beginner Mistakes in Prompt Engineering Use ChatGPT like a PRO Prompt template for learning any skill Prompt Engineering for ChatGPT The Future of LLMs in Search What is Explainable AI? Which industries are meant for XAI? ChatGPT Best Tips, Cheat Sheet LLMs Utilize Vector DB for Data Storage The Limitation Technique in Prompt Responses Use ChatGPT to learn new subjects Prompts to proofread anything Topics: Artificial Intelligence Education Machine Learning Deep Learning Reinforcement Learning Neural networks Data science AI ethics Deepmind Robotics Natural language processing Intelligent agents Cognitive computing AI Apps AI impact AI Tech ChatGPT Open AI Safe AI Generative AI Discriminative AI Sam Altman Google Bard NVDIA Large Language Models (LLMs) PALM GPT Explainable AI GPUs AI Stocks AI Podcast Q* AI Certification AI Quiz RAG How to access the AI Unraveled print and audiobook: Amazon print book: https://amzn.to/3xvCfWR Audible at Amazon : https://www.audible.com/pd/B0BXMJ7FK5/?source_code=AUDFPWS0223189MWT-BK-ACX0-343437&ref=acx_bty_BK_ACX0_343437_rh_us (Use Promo code: 37YT3B5UYUYZW) Audiobook at Google: https://play.google.com/store/audiobooks/details?id=AQAAAEAihFTEZM Amazon eBook: https://amzn.to/3KbshkO Google eBook: https://play.google.com/store/books/details?id=oySuEAAAQBAJ Apple eBook: http://books.apple.com/us/book/id6445730691

Download or read book Generative AI written by David Olumuyiwa Dada and published by Independently Published. This book was released on 2024-04-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the Future of Creativity: Generative AI In the ever-evolving cosmos of technology, we've catapulted from mere digital automation to a realm where machines don't just 'do'-they create, they dream, they innovate. Generative AI isn't just an algorithmic puppet. It's a maestro, composing symphonies of ideas and concepts beyond our wildest imaginations. It's time we explore, dissect, and propagate the nuances of Generative AI with an audacious flair! This book will take you pn a journey through the art and science of Prompt Engineering

Download or read book Prompt Engineering written by Yaswanth Sai Palaghat and published by Notion Press. This book was released on 2024-08-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the heart of Artificial Intelligence (AI) like never before in "Prompt Engineering: The Art of Asking," an illuminating guide that demystifies the craft of generating effective prompts. From understanding the basics of Generative AI to mastering the nuances of AI-powered tools, this book is your key to unlocking a world of creativity and knowledge. Author Yaswanth Sai Palaghat takes you on a journey into the vibrant landscape of prompt engineering, highlighting its power and potential in shaping interactions with AI. As our world becomes increasingly digitized, the art of crafting the right prompts is quickly evolving into an essential skill set, a new language to connect with the machines around us. This book delves deep into various prompt types, revealing how the right prompts can aid in learning, spark creative brainstorming, and guide AI tools like ChatGPT and Midjourney to generate stunning text and image content. But the insights don't stop there. "Prompt Engineering: The Art of Asking" includes over 100 unique prompt templates divided into diverse categories, ready for you to apply in your AI interactions. Whether you're an AI enthusiast, a content creator, a student, or just a curious reader, this book opens doors to a world where asking the right questions can lead to insightful, surprising, and even transformative results. Step into the world of prompt engineering and unlock the infinite potential of AI.

Download or read book Mastering PROMPT Engineering written by Krishna Debnath and published by Independently Published. This book was released on 2023-10-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Unlock the Potential of Generative AI with PROMPT Engineering" In this groundbreaking guide, author Krishna Debnath introduces you to the transformative world of Generative AI and the innovative PROMPT framework. Whether you're a student, a professional, or just curious about the power of AI, this book is your key to enhanced productivity. Discover how Generative AI, like ChatGPT, can become your creative assistant, revolutionizing content generation, language translation, and problem-solving. Dive into the PROMPT framework, an ingenious tool ensuring precision in your AI interactions. Learn to craft well-structured prompts that yield valuable results. Krishna's journey from curious novice to proficient user is the backdrop for your exploration. Real-life scenarios, practical applications, and case studies demonstrate how PROMPT engineering can reshape your work, projects, and daily tasks. With the correct prompts and AI, productivity knows no bounds. Embark on a journey bridging the gap between AI capabilities and everyday life. Whether you're looking to ace assignments, streamline your workflow, or unlock the potential of Generative AI, this book is your practical guide to success. Are you ready to transform your approach to productivity and innovation? Dive into the incredible world of Generative AI and PROMPT engineering today.

Download or read book Prompt Engineering for Large Language Models written by Nimrita Koul and published by Nimrita Koul. This book was released on with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook ‘Prompt Engineering for Large Language Models’ is meant to be a concise and practical guide for the reader. It teaches you to write better prompts for generative artificial intelligence models like Google’s BARD and OpenAI’s ChatGPT. These models have been trained on huge volumes of data to generate text and provide a free of cost, web-based interface to the underlying models as of 11 Nov. 2023. These models are fine tuned for conversational AI applications. All the prompts used in the eBook have been tested on the web interface of BARD and ChatGPT-3.5.

Download or read book Generative AI for Enterprises written by Vishal Anand and published by BPB Publications. This book was released on 2024-07-26 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESCRIPTION Generative AI can streamline technical and business processes, increase efficiency, and free up your resources’ time to focus on more strategic initiatives. This book takes the readers through a series of steps to deepen their understanding of the forces that shape an organization’s implementation of Generative AI at scale and successfully dealing with them. This book starts with GenAI potential uses, challenges and enterprise deployment strategies. You will learn to scale GenAI models along with LLMOps, choose the right LLM, and use prompt engineering and fine-tuning to customize the outputs. This book introduces a GenAI operating system as well as an orchestration platform for workflow automation. It discusses ethical considerations, designing a target operating model, cost optimization, Retrieval-augmented Generation (RAG), Model as a Service (MaaS), and Confidential AI. Finally, it explores the future of multi-modal AI assistants in enterprises. This book makes it easier for readers to debunk myths, and address fallacies and common misconceptions that could harm organizational investment and reputation. There are also practical and enterprise class scenarios and information that could help in improving implementations, within your organization, enabling you to achieve success beyond scaling challenges. KEY FEATURES ● Understand challenges and dimensions of model at scale. ● Understand model selection criteria, deployment patterns, and positioning. ● Design operating system and demarcation of landing zones. ● Understand enterprise application of prompt engineering and fine-tuning. ● Understand operating model, orchestration platform, multi AI assistants and ethical considerations. ● Understand various latency factors for Gen AI solutions. WHAT YOU WILL LEARN ● Strategies for scaling GenAI models and discovering LLMOps for managing them. ● How to leverage GenAI to streamline enterprise class processes, boost efficiency, and explore new possibilities. ● Implementations in the enterprise class deployments, addressing potential issues and connecting with enablers and accurate growth strategy and execution principles. WHO THIS BOOK IS FOR This book is for decision makers like CIOs, CTOs, CAIOs, Enterprise Architects, Chief Engineers, and anyone who wishes to learn how to have a rewarding implementation of Generative AI for their organizations and clients. TABLE OF CONTENTS 1. The Rise of Generative AI in Enterprises 2. Complex Needs of Production 3. Model Selection for Enterprises 4. Model Deployment for Enterprises 5. Operating System for Enterprises 6. Prompt Engineering for Enterprises 7. Fine-tuning for Enterprises 8. Orchestration of Generative AI Workflows 9. Six Ethical Dimensions for Enterprises 10. Designing a Target Operating Model 11. Cost Optimization Strategies 12. Retrieval-augmented Generation for Enterprises 13. Model as a Service for Enterprises 14. Confidential AI 15. Latency in Generative AI Solutions 16. Multi-modal Multi-agentic Assistant Framework for Enterprises