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Beschreibung
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. 58,84 €
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Technische Daten
Erscheinungsdatum
02.12.2024
Sprache
Englisch
EAN
9798868810008
Herausgeber
APRESS
Sonderedition
Nein
Autor
Banu Parasuraman
Seitenanzahl
424
Auflage
1
Einbandart
Broschiert
Buch Untertitel
The Java Developer’s Guide for Large Language Models and Generative AI
Schlagwörter
Spring AI, Java, Java Development, Large Language Models, LLMs, ChatGPT, Hugging Face, Generative AI, AI Integration, Machine Learning, Spring Boot, AI-Driven Applications, CUDA, GPU, Data Security, AI, Performance Optimization, OpenAI, BERT
Thema-Inhalt
UMX - Programmier- und Skriptsprachen, allgemein
UYQ - Künstliche Intelligenz
UMZ - Software Engineering
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Apress, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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