{"product_id":"9781633436947","title":"Generative AI in Action","description":"\u003ctable\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eAuthor\/Contributor(s):\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd style=\"\"\u003eBahree, Amit\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003ePublisher:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eManning\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eDate:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e10\/29\/2024\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eBinding:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd style=\"\"\u003ePaperback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd style=\"\"\u003eNEW\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e\u003cb\u003eGenerative AI can transform your business by streamlining the process of creating text, images, and code. This book will show you how to get in on the action!\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003ci\u003eGenerative AI in Action\u003c\/i\u003e is an engaging, practitioner-focused companion that reveals how large language models drive transformative software solutions. Building on \u003cb\u003eAmit Bahree’s\u003c\/b\u003e extensive background in AI and machine learning, it illustrates core concepts by demonstrating text, image, and even music generation—spotlighting the versatility of these models. Beyond the technical fundamentals, it delves into deployment best practices, performance considerations, and ethical responsibilities, ensuring you’re well-prepared to bring generative AI into enterprise contexts with confidence.\u003cbr\u003e\u003cbr\u003eInside \u003ci\u003eGenerative AI in Action\u003c\/i\u003e you will find:\u003cul\u003e\n\u003cli\u003eA practical overview of of generative AI applications\u003c\/li\u003e\n\u003cli\u003eArchitectural patterns, integration guidance, and best practices for generative AI\u003c\/li\u003e\n\u003cli\u003eThe latest techniques like RAG, prompt engineering, and multi-modality\u003c\/li\u003e\n\u003cli\u003eThe challenges and risks of generative AI like hallucinations and jailbreaks\u003c\/li\u003e\n\u003cli\u003eHow to integrate generative AI into your business and IT strategy\u003c\/li\u003e\n\u003c\/ul\u003e\u003ci\u003eGenerative AI in Action\u003c\/i\u003e is full of real-world use cases for generative AI, showing you where and how to start integrating this powerful technology into your products and workflows. You’ll benefit from tried-and-tested implementation advice, as well as application architectures to deploy GenAI in production at enterprise scale.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the technology\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eIn controlled environments, deep learning systems routinely surpass humans in reading comprehension, image recognition, and language understanding. Large Language Models (LLMs) can deliver similar results in text and image generation and predictive reasoning. Outside the lab, though, generative AI can both impress and fail spectacularly. So how do you get the results you want? Keep reading!\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the book\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003ci\u003eGenerative AI in Action\u003c\/i\u003e presents concrete examples, insights, and techniques for using LLMs and other modern AI technologies successfully and safely. In it, you’ll find practical approaches for incorporating AI into marketing, software development, business report generation, data storytelling, and other typically-human tasks. You’ll explore the emerging patterns for GenAI apps, master best practices for prompt engineering, and learn how to address hallucination, high operating costs, the rapid pace of change and other common problems.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eWhat's inside\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eBest practices for deploying Generative AI apps\u003c\/li\u003e\n\u003cli\u003eProduction-quality RAG\u003c\/li\u003e\n\u003cli\u003eAdapting GenAI models to your specific domain\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eAbout the reader\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eFor enterprise architects, developers, and data scientists interested in upgrading their architectures with generative AI.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the author\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAmit Bahree\u003c\/b\u003e is Principal Group Product Manager for the Azure AI engineering team at Microsoft.\u003cbr\u003e\u003cbr\u003eThe technical editor on this book was \u003cb\u003eWee Hyong Tok\u003c\/b\u003e.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003ePart 1\u003cbr\u003e1 Introduction to generative AI\u003cbr\u003e2 Introduction to large language models\u003cbr\u003e3 Working through an API: Generating text\u003cbr\u003e4 From pixels to pictures: Generating images\u003cbr\u003e5 What else can AI generate?\u003cbr\u003ePart 2\u003cbr\u003e6 Guide to prompt engineering\u003cbr\u003e7 Retrieval-augmented generation: The secret weapon\u003cbr\u003e8 Chatting with your data\u003cbr\u003e9 Tailoring models with model adaptation and fine-tuning\u003cbr\u003ePart 3\u003cbr\u003e10 Application architecture for generative AI apps\u003cbr\u003e11 Scaling up: Best practices for production deployment\u003cbr\u003e12 Evaluations and benchmarks\u003cbr\u003e13 Guide to ethical GenAI: Principles, practices, and pitfalls\u003cbr\u003eA The book’s GitHub repository\u003cbr\u003eB Responsible AI tools","brand":"Manning","offers":[{"title":"Default Title","offer_id":46063260467455,"sku":"9781633436947","price":59.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0452\/0886\/2873\/files\/Jacket_9f89e644-1f42-48c1-8dc9-5782976b9727.jpg?v=1771253729","url":"https:\/\/massivebookshop.com\/de\/products\/9781633436947","provider":"MASSIVE BOOKSHOP","version":"1.0","type":"link"}