Designing algorithms to recommend items such as news articles and movies to users is a challenging task in numerous web applications. The crux of the problem is to rank items based on users' responses to different items to optimize for multiple objectives. Major technical challenges are high dimensional prediction with sparse data and constructing high dimensional sequential designs to collect data for user modeling and system design. This comprehensive treatment of the statistical issues ...

首本MCP多平台整合實戰書──OpenAI只是起點！一次搞懂AI Agent、Function Calling與MCP本書含最新OpenAI GPT-5範例《AI Agent奇幻旅程》集結七大章、五位實戰講師，從宏觀願景到微觀程式碼完整展示AI Agent與MCP的威力。本書不僅描繪AI代理的未來藍圖，更以OpenAI Agent SDK、Claude Desktop、Semantic Kernel、GitHub Copilot、Line等熱門主角，逐章帶你實現「Agent × MCP」跨平台串接──讓桌面、雲端、聊天機器人一次打通。每章皆附範例專案程式碼，幫助讀者快速複製情境到自己專案。無論你想開發企業級智慧工作流，或打造個人化多代理應用，本書都是一把從概念到落地的「萬用鑰匙」。打開《AI Agent奇幻旅程：MCP通往異世界金鑰》這本書之前，讓我們先確認一件事：你是否已經接觸過大型語言模型（LLM），知道什麼是...

1.全書深入探討如何使用LangChain結合Azure OpenAI、Gemini以及地端開源模型的部署，並提供多種應用示範。讀者可以透過本書，從開發到部署全方位掌握AI技術的應用。2.RAG（檢索增強生成）架構是目前企業打造知識庫型LLM應用的首選架構。本書除詳盡講解RAG架構之外，更是第一本詳解Qdrant向量資料庫的書籍。3.生成式AI的應用從單一工具擴展至最新的AI Agent前沿技術。本書專章探討AI Agent的概念與應用，協助開發者開發更具前瞻性的AI思維的應用。4.本書適合的「讀者族群」 i.想瞭解如何使用LangChain的開發者 ii.想瞭解向量資料庫與RAG架構的開發者 iii.想瞭解AI Agent的概念與應用的開發者 iv.想瞭解在企業面如何整合不同LLM模型導入應用的技術主管【專業推薦】這本書結合了OpenAI與Gemini兩項主流的語言模型技術，並讓讀者能夠透過開發指南開發不同的應用。這本書不僅讓讀者能夠深入了解語言...

零框架，開啟生成式AI創新之旅！從地端到雲端，全面佈局—解鎖生成式AI攻略最新ChatGPT 4.1以及O系列模型範例必看MCP - Model Context Protocol教學本書特色在於以Python為核心，從地端到雲端全方位解析生成式AI的應用開發。無需依賴繁瑣的框架，解放束縛，全書直接採用各大平台（如OpenAI、Gemini、AWS、Ollama）的原生API與SDK，讓讀者從零開始逐步掌握如何實作強大且高效的AI應用。書中不僅涵蓋地端模型，更延伸至雲端模型服務與Linebot實戰，案例豐富，技術細節講解深入，為初學者和進階開發者提供了一本兼具實用性與前瞻性的指南。【本書特色】▶全面採用平台原生SDK，徹底解放框架的束縛▶從單一模型到多模態模型▶最新OpenAI Realtime API、Response API...

自ChatGPT上市滿週年以來，其熱潮未見減弱，OpenAI官方更積極拓展其應用範圍，推出了Plugins與GPTs等服務，進一步豐富ChatGPT的使用場景。這些創新的大型語言模型（LLM）應用，正在逐步轉變我們的軟體操作方式，將自然語言作為輸入介面，以生成的內容作為輸出回應。舉例來說，僅需輸入「明天10點安排業務會議，並通知相關人員」，LLM應用即可自動完成會議的建立與相關通知。這種方式，無疑是人類溝通中最為自然的模式。面對如此劃時代的變革，我們迫切需要適當的開發指導與策略。本書旨在提供此類指南，專門解析目前市場上兩大主流的LLM應用開發框架—LangChain與Semantic Kernel。無論您是Python或.NET的開發人員，都能從本書中獲得寶貴的知識與技能。除此之外，本書還特別介紹了當前最受企業青睞的知識庫應用架構—RAG實作，以及提示工程的視覺化工具，每個主題都配有專章詳細介紹與實作教學，旨在為讀者提供全面而深入的學習體驗。【本書特色】1.首本涵蓋LangChain與Semantic Kernel框架教學指南

This collection seeks to broaden the discussion of the child image by close analysis of the child and childhood as depicted in non-Western cinemas. Each essay offers a counter-narrative to Western notions of childhood by looking critically at alternative visions of childhood that does not privilege a Western ideal. Rather, this collection seeks to broaden our ideas about children, childhood, and the child’s place in the global community. This collection features a wide variety of contribut...

This is the first comprehensive study by the world’s leading scholars about the political logic of the U.S.-China trade war that started during the Trump administration. The book is divided into three parts. The first part looks at changed leadership styles of the two countries in the last few years. It also examines the liberal international order since World War II in which the trade war emerged. It then explores the theoretical perspectives from both the United States and China that are...

GPT-4、Azure OpenAI打造企業ChatGPT應用想了解自然語言模型最新技巧嗎？GPT-4、Samentic Kernel、RAG pattern想快速整合自然語言模型嗎？Azure AI studio、Azure Language Studio整合實務應用範例，帶領你從基礎到進階，全面掌握自然語言的人工智慧應用【內容簡介】2023年最熱門的關鍵詞無疑是「ChatGPT」。市面上充斥著各式各樣的導讀，指引你如何靈活運用ChatGPT。本書涵蓋從ChatGPT的Prompt提示到如何呼叫ChatGPT API，以開發者的角度深入探討ChatGPT在企業系統的應用。進一步的，本書更以Azure OpenAI為核心，結合Azure Cognitive for Language，徹底解放人工智慧的自然語言應用。本書專注於實際的ChatG...

In the tumultuous negotiations of the Sino-British Joint Declaration of 1984, the United Kingdom willingly signed over Hong Kong's reigns to the People's Republic of China, but with the presupposition that the PRC would faithfully implement the principle of "one country, two systems" for the following fifty years. Yet since the handover in 1997, the PRC has failed to allow Hong Kong a higher degree of autonomy. "One Country, Two Systems" in Crisis elucidates how China's interventi...

This book is dedicated to my mentor and role model, Dr. T. M. Graber. An outstanding teacher is not only a leader but a patient listener. Dr. Graber had an uncanny ability to engage all students in the learning process. As a role model, he was able to influence students not only in academics but within the community as well. His investment and attention to my own works with RME activation has become the crowning achievement of my career: the importance of changing tongue posture by using R...

Bloomsbury presents Waste Tide by Chen Qiufan, read by Ewan ChungA Guardian Science Fiction Book of the Year.Mimi is drowning in the world's trash.She's a 'waste girl', a scavenger picking through towering heaps of hazardous electronic detritus. Along with thousands of other migrant workers, she was lured to Silicon Isle, off the southern coast of China, by the promise of steady work and a better life.But Silicon Isle is whe...

China and East Asian Strategic Dynamics: the Shaping of a New Regional Order, edited by Mingjiang Li and Dongmin Lee, examines how China's remarkable economic growth and its proactive diplomatic efforts in recent years have not only shored up its importance in global issues, but also induced a transformation of the strategic dynamics in East Asia. The authors argue that major power relations in the region appear to be driven by some new momentum along with the changing international enviro...