Building Generative AI Services with FastAPI

Why wait another day? Make the most of your commercial property.A commercial building is just a building; but, it's an investment once it's leased with positive cash flow. Sounds easy? It's not. To in

To the beginner, writing effective comedy can seem like a mysterious knack you need to be born with. But to Emmy award-winning comedy writer Gene Perret, comedy writing is a set of skills that anyone

With so many customers taking to the web for information, every business needs to have an online presence, especially a small business. However, a simple website won’t suffice, and each enterprise has

This book is a practical resource designed to help developers master the art of building sophisticated AI agents. As artificial intelligence evolves from simple reactive programs to autonomous entities capable of understanding context and making complex decisions, this book provides the essential Design Patterns and proven techniques needed to construct intelligent systems effectively. Each of the 21 Design Patterns represents a fundamental building block for creating agents that can perceive their environment, make informed decisions, and execute actions autonomously.Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems is structured as a comprehensive hands-on guide, with each chapter dedicated to a single agentic pattern. Within each chapter, you will find a detailed pattern overview, practical applications and use cases, one or more hands-on code example, and key takeaways for quick review. From foundational concepts such as Prompt Chaining and Tool Use to advan

The book describes in line with Norbert Elias' civilizing process how architecture was perceived as well as dwelling practices over an extended period of societal development. The genealogy of the civ

「這是關於建構 AI 代理人系統最棒的單冊入門指南――你可以去讀數百篇論文，或是只讀這一本書。」 ――Arun Rao，Meta GenAI前團隊成員，UCLA 兼任教授 生成式 AI 已經徹底改變了組織解決問題的方式，加速了從概念、原型到解決方案的旅程。隨著模型變得越來越強大，我們見證了一種新的設計模式出現：AI 代理人。透過將工具、知識、記憶與學習，跟先進的基礎模型結合在一起，我們現在可以將多次模型推論串接起來，藉此解決定義模糊且困難的問題。從編寫代理人程式碼、研究代理人到分析代理人等等，我們已經看到代理人加速了團隊與組織的運作。雖然這些代理人提升了效率，但它們通常需要廣泛的規劃、草擬與修改才能完成複雜的任務，而且對許多組織來說，部署它們仍然是一項挑戰，尤其是在技術與研究快速發展的當下。 在這個錯綜複雜且快速演進的領域中，本書是你不可或缺的指南。作者 Michael Albada 提供了一套結合實務與研究的方法，用於設計與實作單一代理人及多代理人系統。本書簡化了其中的複雜性，並提供所需的工具，讓你能更高效將概念轉化為實際解決方案。 • 了解由基礎模型驅動的 AI 代理人所具備的獨特功能 • 探索 AI 代理人的核心元件與設計原則 • 探討設計上的權衡取捨，並實作有效的多代理人系統 • 設計並部署量身打造的 AI 解決方案，促進你所在領域的效率與創新

Learn the intricate workings of DAX and the mechanics that are necessary to solve advanced Power BI challenges. This book is all about DAX (Data Analysis Expressions), the formula language used in Power BI―Microsoft’s leading self-service business intelligence application―and covers other products such as PowerPivot and SQL Server Analysis Services Tabular. You will learn how to leverage the advanced applications of DAX to solve complex tasks.Often a task seems complex due to a lack of understanding, or a misunderstanding of core principles, and how certain components interact with each other. The authors of this book use solutions and examples to teach you how to solve complex problems. They explain the intricate workings of important concepts such as Filter Context and Context Transition. You will learn how Power BI, through combining DAX building blocks (such as measures, table filtering, and data lineage), can yield extraordinary analytical power. Throughout Pro Dax with Power BI t

Good With Meprovides a simple, step-by-step breakthrough solution to building true self-esteem by ending our dependency upon other people or circumstances, which is the key not only to ending addictiv

In Deep Learning with Python, Second Edition, updated from the original bestseller with over 50% new content, you'll explore challenging concepts and practice applications in computer vision, natural-language processing, and generative models. The bestseller revised Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library, written by the creator of Keras himself. This revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. In Deep Learning with Python, Second Edition, updated from the original bestseller with over 50% new content, you'll explore challenging concepts and practice applications in computer vision, natural-language processing, and generative models, building your understanding through practical examples and intuitive explanations that make the complexities of deep learning easily accessible. Purchase of the print book

Everyone expects the products and services they use to be secure, but 'building security in' at the earliest stages of a system's design also means designing for use as well. Software that is unusable

Discover the RESTful technologies, including REST, JSON, XML, JAX Web Services, SOAP and more, for building today's microservices, big data applications, and web service applications. This book is ba

Organizations pour vast resources into building new products and services. Yet, too many new offerings are poorly conceived, don't delight (or even satisfy) customers, and fail in the marketplace. More effective product ownership and product management can keep that from happening to you. Now, there's an expert guide to world-class agile product development, reflecting deep in-the-trenches experience from two renowned product innovation experts and Scrum consultants. Chris Lukassen and Robbin Schuurman introduce powerful behaviors, tools, concepts, and skills for delivering superior products and services, and avoiding pitfalls that keep you from understanding what customers really need and want. You'll learn how to make crucial decisions based on better insights, not anecdotal or subjective second-hand information; and optimize roles including product owner, customer representative, visionary, experimenter, decision-maker, collaborator, and influencer. The authors teach through a start

◈《華爾街日報》暢銷作者全新力作◈★亞馬遜電腦書分類第一★生成式 AI正在從根本上改變軟體開發的世界，其影響力是自網際網路誕生以來前所未見的。作為一本劃時代的著作，本書將帶領開發者學會如何擁抱這個全新的領域。科幻小說如今已成為現實，程式設計師不再需要為了程式碼和語法苦苦鑽研，只要描述自己想要的結果，就能立刻看到它成形。歡迎來到程式設計的未來――vibe coding。在這本劃時代的著作中，業界資深工作者 Steve Yegge（Google、Amazon、Sourcegraph）與華爾街日報暢銷書作者 Gene Kim（鳳凰專案、DevOps Handbook）揭示了 vibe coding 如何徹底改變我們所熟知的軟體開發方式。透過善用 AI 助手的力量，「意圖」與「心流」變得比語法更加重要，開發者得以實現前所未有的生產力、創造力與樂趣。汲取了在軟體工程與開發者生產力領域數十年的綜合經驗，Yegge 與 Kim 展示了 vibe coding 如何讓開發者能夠：◇將複雜的程式設計挑戰轉化為與生成式 AI 的流暢對話◇以更快的速度打造更具野心的專案，同時維持令你引以為傲的程式碼品質◇獨自完成以往需要整個團隊才能做到的驚人成果◇掌握與 AI 夥伴共同創作的藝術◇擺脫語法、環境設定等傳統程式設計的束縛◇自信地使用你從未接觸過的多種程式語言與框架進行開發但這不只是加快寫程式的速度而已，而是從根本上改變我們看待軟體開發的方式。作者分享了在現實世界中導入生程式 AI 驅動開發的實務策略，從小型專案到企業級應用，都能維持現代系統所需的工程卓越標準。無論你是希望在 AI 革命中保持領先的資深開發者、引領團隊經歷轉型的 Tech Lead、重返程式設計的前程式設計師，還是剛踏入職場的新手，這本書都為你提供了在軟體開發新時代中茁壯成長所需的路線圖。別在這場自網際網路革命以來最大的產業變革中落後。學習如何駕馭 vibe coding 的力量，釋放你作為開發者的全部潛能。本書特色: ▋從「產線上的廚子」到「指揮 AI 的主廚」▋本書將帶你完成一次角色升級，從產線上的工程師，轉變為能指揮 AI 團隊、掌控品質與節奏的「主廚型開發者」。◤FAAFO：vibe coding 的五大優點◢◇Fast：開發速度將大幅提升到過去難以想像的層級◇Ambitious：擴大專案的範圍，嘗試過去無法完成的專

#1 New York Times bestselling author Adam Grant illuminates the surprising science behind strong connectionsA vibe—a special connection between people that creates a spark—is an engine of happiness and success. Yet building meaningful ties is one of the most pressing problems of our time. As social media forces face-to-face interaction behind digital screens, communication gets outsourced to AI, and the world becomes more polarized than ever, our loneliness crisis shows no signs of slowing.To reveal how we can forge faster, stronger, and longer bonds, Grant offers groundbreaking studies, expert insights, and myth-busting stories. Filled with the eye-opening takeaways that have brought millions of readers to his books, Vibe teaches us that similarity is not necessary for solidarity, chemistry doesn’t always happen quickly, and closeness doesn’t always take time.Along the way, Grant introduces us to a crew of astronauts who learned to trust people they don’t like, a comedy troupe that sw

在人們愈來愈依賴數位工具與AI溝通的時代，建立真正親近的人際關係，似乎變得更加困難。《紐約時報》冠軍暢銷作家 Adam Grant 在本書中，結合心理學研究、專家觀點與真實故事，探討人與人之間的默契、信任和親密感如何形成。他指出，建立連結不一定需要相似的個性，投緣也未必發生在初次見面時。書中介紹學會信任不喜歡的同伴的太空人、透過適度分開維持合作的喜劇團隊，以及藉由坦誠爭論改善關係的樂團。Adam Grant 也分享自己從害羞內向到樂於凝聚人群的經歷。本書獲 Bob Iger、Steve Kerr、Reese Witherspoon 等人推薦，提供重新理解友誼、合作與人際關係的不同角度。#1 New York Times bestselling author Adam Grant illuminates the surprising science of chemistry and closeness.'A brilliant book about how to make great connections' – BOB IGER'A master class in building winning teams and lasting bonds' – STEVE KERR'Explores one of the most important lessons I learned during my year in space: human connection is not something you find, it's something you build' – SCOTT KELLYWhen we vibe with other people, it fuels our happiness and success. Yet building meaningful ties is one of the most pressing problems of our time.As face-to-face interaction gives way to digital screens, communication gets outsourced to AI and the world becomes more polarised, our loneliness c

The internet arrived with a boom changing the landscape for business and opening up a global marketplace like nothing before.? The pace of change has been building with exponential momentum, the impac

Hollis Grant has fashioned a new life for herself with a foster child and a job as resident super of an eight-storey apartment building with a split personality. Hollis finds herself in the middle of

Follow along with Dash Derby as he guides you through the daring world of Pinewood Derby. Use this workbook along with the book Getting Started in Pinewood Derby to learn the basics of building a De

Beginner carvers are presented with jargon-free instructions for eight skill-building projects in this copiously illustrated guide to carving in the round without a bandsaw. An introductory section ac

For the past few years, Grant Thompson has spent his weekends starting fires, building cannons, and experimenting with dry ice and liquid nitrogen. He’s made pumpkins explode, defied gravity, and disc

The fifth edition of this updated and expanded classic provides visual artists with an in-depth guide to developing and building a career as a professional artist. Veteran art writer Daniel Grant weav

In the second book of The Legacy Series, James, now twenty-one, starts his long awaited career into building Bannerman’s into the empire of his dreams. The story continues with love affairs, marriages

With just a simple set of tools and only five basic skills, kids can learn the easy techniques of leatherworking while building self-confidence and establishing safety skills that wi

Life is good for Joyce and Kevin--traveling, having fun with friends, holding down a successful Wall Street career, building their dream home and planning a big family. Then, in what feels like an ins

Provides instructions for creating Microsoft Office cloud-based services, building custom applications, and constructing collaborative solutions with instant messaging and video conferencing.

Search computing, which has evolved from service computing, focuses on building the answers to complex search queries by interacting with a constellation of cooperating search services, using the rank

The key to the survival of museum collections is a stable indoor environment and vital to this is a well-maintained building with effective environmental services. Environmental Management sets out cl

(Volume 1)On any given day in a certain city, in a certain public services office building down in the Health and Welfare Department, you just might run into a clerk with a tongue twister of a name, a

On any given day in a certain city--in a certain public services office building down in the Health & Welfare Department...you just might run into a clerk with a tongue twister of a name, a hu

The synergy between Artificial Intelligence (AI) and the Internet of Things (IoT) is shaping the future of technology and opening a world of unprecedented possibilities. Artificial Intelligence of Things (AIoT): Current and Future Trends brings together researchers and developers from a wide range of domains to share with readers their ideas about how to implement technical advances, application areas for intelligent systems, and development of new services and smart devices connected to the Internet through a variety of wireless technologies. Parallel to this, new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, and computing power are opening the way to new domains, services, and business models beyond the traditional mobile Internet. These new areas in turn come with various requirements in terms of reliability, quality of service, and energy efficiency. In Artificial Intelligence of Things readers learn about the challenges and requiremen

What are the principles behind intelligent systems? How are they built? What are intelligent systems useful for? How do we choose the right tool for the job? These questions are answered by Michael Negnevitsky’s Artificial Intelligence: A Guide to Intelligent Systems.Unlike many books on computer intelligence, which use complex computer science terminology and are crowded with complex matrix algebra and differential equations, this text demonstrates that the ideas behind intelligent systems are simple and straightforward. This text assumes little or no programming experience as it tackles topics like expert systems, fuzzy systems, artificial neural networks, evolutionary computation, knowledge engineering, and data mining.TABLE OF CONTENTS1. Introduction to Intelligent Systems 1.1 Intelligent Machines, or What Machines Can Do 1.2 The History of Artificial Intelligence, or From the ‘Dark Ages’ to Knowledge-based Systems 1.3 Generative AI 1.4 Summary Questions fo

In Bridging Intention to Impact: Transform Product Development through Evidence-Based Decision-Making, Connor Joyce, a seasoned user researcher and product strategist, offers a groundbreaking guide for product managers and teams seeking to elevate their digital products from engaging to impactful. Packed with practical tools and frameworks, examples from startups through enterprises across industries, and generative AI prompts, this book helps product teams immediately begin taking steps toward a more experimental and evidence-driven culture. Joyce illustrates how this approach can empower companies to adapt to shifting user needs and technology by reframing their digital products as dynamic solutions designed to maximize behavior change, user outcomes, and, ultimately, business impacts, including decreasing churn, increasing customer lifetime value, and lowering customer acquisition costs. Join the growing movement of product leaders embracing the Impact Mindset and unlock your team's

The 'Domus Dei', otherwise known as the Garrison Church, in Portsmouth is a familiar landmark to ships sailing into and out of Portsmouth Harbour. It was originally founded about 1210 as a 'hospital' for travellers - especially pilgrims - arriving at the port. After the Reformation its main building became a church, and was frequently used by naval and army personnel before embarkation. In 1814 the sovereigns and leaders of the Allies against Napoleon gathered there during the peace celebrations following his abdication, but by the middle of the century it had become dilapidated. A restoration project was begun in 1865, and this history of the building was published in 1873 by Henry P. Wright, 'chaplain to the Forces', with the intention of raising further donations towards the refurbishment, which he describes in detail. The church was severely damaged by bombing in 1941, but remains consecrated and is occasionally used for services.

This is the story of Makerere College from its inception in 1922 when fourteen day boys began to study carpentry, building and mechanics. In 1949 the greatly developed college entered into a special relationship with the University of London and began to prepare students for degrees of that university. The story is brought up to 1962 when with one thousand graduate and undergraduate students and with impressive buildings spread over 400 acres the University College was preparing to merge its identity with the Royal College, Nairobi and the University College, Dar es Salaam to form the new degree-granting University of East Africa. Throughout East Africa these men and women of all races hold prominent positions in the civil services and form the backbone of the professions. The chronicle of Makerere is so closely bound up with the history of East Africa that this book will be welcomed by students of African affairs as well as by alumni of the College and by those concerned with educatio

Start deploying, managing, and scaling containerized applications into AWS container infrastructure using Docker on Amazon EC2, Amazon Elastic Container Service (ECS), and AWS Elastic Kubernetes Service (EKS). This step by step practical book will cover all the available container services on AWS and review the usage of each one based on your required scale and cost. Further, you will see how to set up each environment and finally deploy, manage, and scale containerized applications on each one.In the chapter about Elastic Kubernetes Service (EKS), you will learn the process of building and managing Kubernetes clusters on AWS and see how to provision hosts in a matter of minutes, while deploying containers in seconds and making them available globally. Deploy Containers on AWS shows you how to get started with AWS container offerings and manage production or test environments of containerized applications using a hands-on approach with step-by-step instructions. What You Will LearnDepl