Название: Spring AI for Your Organization: GCP Vertex AI EditionАвтор: Muthukumaran Navaneethakrishnan
Издательство: Leanpub
Год: 2025-06-13
Страниц: 270
Язык: английский
Формат: pdf (true), epub
Размер: 18.8 MB
Spring AI for Your Organization offers a clear guide for integrating Spring AI with Google Vertex AI. It's ideal for both seasoned backend developers and newcomers, aiming to enhance your skills and understanding of AI in development.
The book covers a range of topics from chatbots to advanced AI features, providing step-by-step instructions for using GCP Vertex AI. Dive into this comprehensive guide and start building smarter Spring applications today.
Artificial Intelligence (AI) has evolved significantly, impacting every domain and reshaping how software is built and deployed. Java, a language renowned for its stability and enterprise focus, has been a key player in AI’s history, contributing through frameworks like AIML for rule-based chatbots and Deeplearning4j for deep learning. However, with the rise of Python and its dominance in AI development, Java developers faced a gap in leveraging AI’s latest advancements, especially with generative AI models like GPT.
This book bridges that gap by introducing Spring AI, a framework that seamlessly integrates AI into the Spring ecosystem. Spring AI simplifies complex tasks such as maintaining conversation history, implementing Retrieval-Augmented Generation (RAG), and using LLM functions, enabling developers to focus on building robust, scalable, and intelligent applications.
By leveraging tools like Google Cloud’s Vertex AI, this book offers practical guidance on how Java developers can embrace the capabilities of generative AI without abandoning their existing ecosystem. From building chatbots to creating enterprise-ready AI applications, this book provides a comprehensive approach to mastering AI integration with Spring, transforming how we approach modern software development.
This book is for Spring developers who want to explore GCP Vertex AI. It's perfect if you're looking to:
Learn Google Vertex AI
Understand vector databases
Help your company become AI-driven
The guide is designed for developers who want to quickly start with generative AI.
By the end, you'll be able to:
Build chatbots that can handle any type of company data (PDFs, logs, emails, audio, video, images)
Use the newest features of Spring AI
Create and launch an API for interacting with these chatbots
This will help make your organization's data more accessible and useful.
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