Building Generative AI Services with FastAPI

Core Insight：Cross-Domain Data Collaboration: Unlocking Chip PotentialEliminating the "efficiency gap" caused by knowledge silos is the starting point for industry potential. Data doesn't lie; Data Science provides the solution: Through innovation and cross-domain restructuring, we visualize results to become the critical accelerator for boosting efficiency.GenAI Reshaping the Future of SemiconductorsFacing the immense challenge of the slowing pace of Moore's Law, the semiconductor industry urgently requires new breakthroughs. This book is specifically designed to solve the "Efficiency Black Hole" that consumes tens of billions of dollars annually in the industry.The Empowering DTCO Innovation with AI and Machine Learning offers readers a practical DTCO.ML Framework, demonstrating how to leverage Machine Learning (ML) and Generative AI (GenAI) technologies to inject new acceleration into chip manufacturing processes. Learn to master process variability and optimize chip energy efficien

Our resilience, or capacity to bounce back and even thrive in pressured times, is critical in workplaces today. With higher workloads, declining resources and frequent change, together with the hectic

Build Dynamic Websites with PHP and MySQL—and Extend Those Sites with Web ServicesPHP and MySQL are great tools for building database-driven websites. There's nothing new about that. What is new

Written by three experienced occupational therapists, this book offers a combination of theory and strategies. It is a perfect tool for those working with young children, but also broad enough to be a

Build a great financial services practice, AND a great life filled with passion, purpose and enthusiasm.With more than one million financial services practitioners in the United States and Canada, co

Hillier's sequel to Microsoft SharePoint: Building Office 2003 Solutions is aimed at intermediate to advanced software developers who want to radically change SharePoint or integrate it with other key

Udelhofen, a former teacher who provides professional development and consultation services to educators, presents a model for creating a curriculum based on the Common Core State Standards. She expla

Proposing a novel theory of parts of speech, this book discusses categorization from a methodological and theoretical point a view. It draws on discoveries and insights from a number of approaches - typology, cognitive grammar, notional approaches, and generative grammar - and presents a generative, feature-based theory. Building on up-to-date research and the latest findings and ideas in categorization and word-building, Panagiotidis combines the primacy of categorical features with a syntactic categorization approach, addressing the fundamental, but often overlooked, questions in grammatical theory. Designed for graduate students and researchers studying grammar and syntax, this book is richly illustrated with examples from a variety of languages and explains elements and phenomena central to the nature of human language.

Heinlein, an independent ISP operator in Berlin, has offered this thorough guide to Internet Message Access Protocol (IMAP), which allows users to access a variety of Internet services from remote loc

Kettle is a scaleable and extensible open source ETL and data integration tool that lets you extract data from databases, fiat and XML files, web services, ERP systems, and OLAP cubes. It provides ov

Transform your marketing strategy to place the audience front and center, building trust with consumers, developing brand awareness and driving sales.

This book provides a comprehensive understanding of current and debated future networking technologies. It gives insight into building end-to-end networks and services with Carrier Ethernet, PBT, MPLS

An updated guide to Microsoft's enterprise-level reporting tool discusses the new features of SQL Server 2008, with detailed coverage of such topics as building reports, using Report Designer, designi

Written to follow Dr Catanzaro's Building the Successful Veterinary Practice series this book relies on the team approach to veterinary healthcare. The 'how to' format, complete with examples and conc

In this guide, the authors explain how to market and sell products and services in the virtual world Second Life, with details on what Second Life is and how virtual currency works, notable communitie

Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machi

The building of Henry Flagler's Florida East Coast Railway extension over water to Key West from 1905 to 1916 was s triumph of engineering and logistics. The Keys were remote and with little means of

Understanding AI has never been easier. Combining bold graphics with easy-to-understand text, Simply Artificial Intelligence is the perfect introduction to the world of AI for those who are short of time but hungry for knowledge. Covering a broad range of fields within AI - from computing and mathematics to politics and philosophy - entries demystify what artificial intelligence is and how it works, how it has dramatically changed the way we live, and how it might evolve in the future. Explaining each individual aspect of AI more clearly than ever before, the book outlines the key building-blocks and technological milestones in its history, profiles its most important practical applications - both currentand predicted - and explores the numerous ethical debates around AI, and its increasing influence on culture and society. Whether you are studying science or AI-related subjects at school or college, or simply want a jargon-free overview of this increasingly important subject, this ess

Explains fault tolerance in clear terms, with concrete examples drawn from real-world settings Highly practical focus aimed at building "mission-critical" networked applications that remain secure

Whether you’re sharing data between two internal systems or building an API so users can access their data, this practical book provides everything you need to build web service APIs with PHP. Author

Herb Johnson believes that we are meant to live abundantly. We are designed to live thegood life, with the freedom and creativity to follow our passions. What will defeat us is anattitude of impoveris

GCP is a cloud computing platform with a wide range of products and services that enable you to build and deploy cloud-hosted applications. This Learning Path will guide you in using GCP and designing

Building Your Next Big Thing with Google Cloud Platform shows you how to take advantage of the Google Cloud Platform technologies to build all kinds of cloud-hosted software and services for both publ

Confessions of an AI Brain, Second Edition invites readers to not only to understand how AI works, but to imagine, question, and actively shape the kind of AI-enabled future they want to build. By framing AI as a narrator, the book ventures inside the mind of MIRANDA, a fictional yet technically grounded AI brain that narrates its own coming-of-age in a world saturated with algorithms, data, and digital infrastructure. Blending clear explanations with an engaging first-person voice, the book demystifies how modern AI systems are built, trained, deployed, and governed--without assuming any mathematical or programming background. Along the way, MIRANDA reflects on topics such as learning from data, bias and fairness, neurosymbolic reasoning, agentic AI, foundation models, digital twins, and the infrastructure that makes intelligent services possible.Rather than treating AI as a black box or distant threat, the narrative frames it as a partner in a shared human-machine ecosystem, explorin

生成式AI已開始真正進入產品、服務與企業流程，但當團隊實際開發GenAI應用程式與AI Agent時，往往很快就遇到各種工程問題： 模型產生幻覺、回應結果不穩定該如何處理？ 怎麼讓生成內容符合品牌風格與指定格式？ 如何讓Agent具備規劃、自我修正與協作能力？ 多個Agent又該如何組合成可落地的應用系統？ 本書整理了32種生成式AI設計模式（Generative AI Design Patterns），將研究論文與第一線實務經驗轉化為可直接套用的工程解法。 無論是拿來作為參考手冊、架構設計指南，或是培養整體GenAI設計思維，這本書都是對工程師、資料科學家、軟體架構師或產品經理極具價值的工具書。 【專業推薦】 「這是一本引領GenAI從原型邁向正式部署的實戰手冊。書中收錄的設計模式匯集了現實的工程經驗，可讓開發者充滿信心地應對幻覺、可靠性與規模化的種種挑戰。」 ――Marily Nika博士，《Building AI-Powered Products》作者 「Hannes與Lak將寶貴的實戰智慧寫成這本全方位指南，幫助你將理論轉化為實際做法。」 ――Chip Huyen，《設計機器學習系統》與《AI工程》作者 生成式AI帶來強大的新能力，然而，在正式交付可靠的應用程式或代理之前，你仍然會面臨有一些棘手的限制。幸運的是，來自業界專家的二位作者已經整理了32種經得起考驗的設計模式。在開發LLM專案時難以避免的難題都可以在本書中找到對策，包括幻覺、不確定的回應，以及模型知識斷層。 本書將論文研究跟實務經驗整理成可以直接套用的建議。在每一種模式中，作者會先說明問題在哪，再附上完整的範例程式來示範解法，最後還會分析解決方案背後的取捨。 • 因應LLM的侷限性 • 確保生成的內容符合特定風格、語調與格式 • 在權衡各類風險的同時，將創意極大化 • 讓代理具備規劃能力、自我修正能力、行動能力，而且能與其他代理協作 • 將多種模式組合成適合各種應用場景的代理型應用程式

A hands-on framework that combines Lean, DataOps, MLOps, and cross functional delivery to ship AI from prototype to production with speed. AI projects fail more often, not because the math is hard, but because delivery is. The Lean AI Handbook shows leaders, analysts, and AI builders how to build, deploy, and scale AI that delivers real business value, quickly and reliably using Lean and Agile practices. You'll learn how to streamline the path to production with Product Management, DataOps and MLOps work in small batches, focus on the right metrics, and ship models, agents, and insights that keep delivering after launch. As AI investment grows, many programs still stall at pilot purgatory. The Lean AI Handbook offers a practical People-Process-Tools guide for putting AI into everyday products. Combining Lean and Agile with DataOps and MLOps, it shows you how to remove bottlenecks, build simpler and faster models, and use automation, observability, and feedback loops to scale with con

Written by real-world developers, this professional resource is the definitive guide to building and deploying .NET applications and Web services. You'll learn to create applications with XML, XSLT, a

Why do so many feel discouraged or disconnected with church?Church people aren’t perfect. We get that. As Christians we are called to a high standard in terms of communicating with love, respect and

This book will give readers a greater understanding of how the New Testament is a handbook for the Church. With a plethora of self-help leadership books by authors who claim to have the answers, this

The first complete guide to taking advantage of the huge and growing market for Internet accounting services for small businessesThe Internet provides accountants with exciting new opportunities for e

Distilling lessons learned from three health-focused Urban Land Institute advisory services panels in Colorado, as well as other findings on public health gleaned from a workshop with leading experts,

Learn from the experiences of these program sites to develop better services for women with co-occurring disorders and histories of violenceThis book explores the efforts of the Women, Co-Occurring Di

Web services like Mapquest and Google Maps have transformed the way we think about and use maps. But these services do more than just driving directions-they provide APIs that web developers can use