Mastering Spring AI: The Java Developer's Guide for Large Language Models and Generative AI
暫譯: 精通 Spring AI：Java 開發者的大型語言模型與生成式 AI 指南
Parasuraman, Banu
相關主題
商品描述
Dive into the future of programming with this comprehensive guide for Java developers to integrate large language models (LLMs) and Generative AI using the Spring Framework. This book comes at a revolutionary time when AI technology is transforming how we implement solutions in various fields, including natural language processing, content generation, and predictive analytics. With its widespread use in the Java community, the Spring Framework is a logical choice for this integration.
By focusing on integrating LLMs and GenAI with Spring, this book bridges a significant gap between cutting-edge AI technologies and traditional Java development practices. The author uses a hands-on approach, guiding you through practical implementation to effectively show how to apply theory in real-world situations. Basic introductions of topics--Spring AI, Spring Framework, and other related AI technologies--evolve into advanced integrations to ensure that you find valuable insights regardless of your starting level. Additionally, this book dedicates sections to security and ethical considerations, addressing the pressing issues associated with AI.
With a look at emerging trends and future developments, this book prepares you for what's next, ensuring that you are not just catching up with the current state of technology but are also ready for future advancements.
What You Will Learn
- Master the integration of LLMs and GenAI with the Spring Framework
- Develop practical skills in developing AI-driven applications using Java
- Gain insights into handling data, security, and ethical considerations in AI applications
- Apply strategies for optimizing performance and scalability in AI-enabled applications
- Prepare for future AI trends and technologies
Who This Book Is For
Intermediate to advanced Java developers who are familiar with the Spring Framework, including concepts such as dependency injection, Spring Boot, and building RESTful services. This foundational knowledge will help developers grasp the more advanced topics of integrating AI technologies with Spring. Prior knowledge of basic AI concepts and machine learning is helpful but not essential as the book covers these topics from the ground up.
商品描述(中文翻譯)
深入探索程式設計的未來，這本全面的指南專為 Java 開發者設計，幫助他們使用 Spring Framework 整合大型語言模型（LLMs）和生成式人工智慧（Generative AI）。本書在一個革命性的時期出版，當前人工智慧技術正在改變我們在各個領域（包括自然語言處理、內容生成和預測分析）實施解決方案的方式。由於在 Java 社群中的廣泛使用，Spring Framework 成為這一整合的合邏輯選擇。
本書專注於將 LLMs 和 GenAI 與 Spring 整合，填補了尖端人工智慧技術與傳統 Java 開發實踐之間的重要空白。作者採用實作導向的方法，指導讀者通過實際實施，有效展示如何在現實情況中應用理論。對於主題的基本介紹——Spring AI、Spring Framework 及其他相關的人工智慧技術——逐步演變為進階整合，確保無論您起步的水平如何，都能獲得有價值的見解。此外，本書還專門設置了有關安全性和倫理考量的章節，針對與人工智慧相關的緊迫問題進行探討。
本書展望新興趨勢和未來發展，為您準備好迎接未來，確保您不僅僅是跟上當前技術的狀態，還能為未來的進步做好準備。
您將學到的內容：
- 精通將 LLMs 和 GenAI 與 Spring Framework 整合
- 發展使用 Java 開發 AI 驅動應用程式的實用技能
- 獲得處理數據、安全性和人工智慧應用中的倫理考量的見解
- 應用優化 AI 啟用應用程式性能和可擴展性的策略
- 為未來的人工智慧趨勢和技術做好準備
本書適合對象：
中級至高級的 Java 開發者，熟悉 Spring Framework，包括依賴注入、Spring Boot 和構建 RESTful 服務等概念。這些基礎知識將幫助開發者掌握將人工智慧技術與 Spring 整合的更高級主題。對基本人工智慧概念和機器學習的先前了解是有幫助的，但並非必需，因為本書從基礎開始涵蓋這些主題。
作者簡介
Banu Parasuraman is a distinguished AI-Enabled Cloud Solution Architect with over 30 years of experience in the IT industry, specializing in Generative AI, Machine Learning, and Large Language Models (LLMs) within cloud-native environments. As a trusted advisor to numerous companies across diverse sectors globally, he guides clients in transitioning to cloud platforms and implementing cutting-edge solutions such as Kubernetes and Cloud Foundry. His expertise spans major cloud platforms, and he's a passionate advocate for integrating AI and ML into cloud-native architectures. A frequent speaker at tech conferences and a prolific blogger, Banu bridges the gap between technical implementation and business strategy, helping organizations leverage the power of cloud computing enhanced by AI technologies. His comprehensive experience and forward-thinking approach make him a valuable asset in navigating the complex landscape of modern IT, particularly in harnessing the potential of Generative AI and LLMs in cloud-native solutions.
作者簡介(中文翻譯)
Banu Parasuraman 是一位卓越的 AI 驅動雲端解決方案架構師，擁有超過 30 年的 IT 行業經驗，專注於生成式 AI、機器學習和大型語言模型（Large Language Models, LLMs）在雲原生環境中的應用。作為全球多個行業公司的可信顧問，他指導客戶轉型至雲端平台並實施尖端解決方案，如 Kubernetes 和 Cloud Foundry。他的專業知識涵蓋主要的雲端平台，並且他熱衷於將 AI 和機器學習整合進雲原生架構中。作為技術會議的常客演講者和多產的部落客，Banu 在技術實施與商業策略之間架起橋樑，幫助組織利用 AI 技術增強的雲計算能力。他的全面經驗和前瞻性思維使他在駕馭現代 IT 複雜環境中成為一個寶貴的資產，特別是在雲原生解決方案中發揮生成式 AI 和 LLMs 的潛力。
