Generative AI Agents: Foundations and Applications

<p>This book offers a wide-ranging study of generative AI agents a trip from fundamental principles to practical implementations in the real world. Part I presents fundamental concepts development of generative agents machine mechanics and major problems. Part II dives into technical aspects including RAG agent architectures memory systems and fine tuning techniques including cross-domain abilities. Part III presents real use cases from the industries in conversational AI creative tasks productivity tools automation and autonomous decision-making with the practical applications. Part IV covers the topic of real-time performance scalability and the road to Artificial General Intelligence (AGI) as well as its ethics. Written for technical specialists and innovators the book integrates theory implementation strategies and multiple-choice exams to reinforce learning making the book an important read for learning and applying generative AI agents effectively in industries.</p>