"It was a wonderful experience interacting with you and appreciate the way you have planned and executed the whole publication process within the agreed timelines.”
Subrat SaurabhAuthor of Kuch Woh Pal
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.
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Rajiv Kumar
Rajiv Kumar is the Director of Data Science at Oracle USA and he has over 15 years of experience in Artificial Intelligence and Data Science. He has pioneered advances in scalable AI systems, machine learning, natural language processing (NLP), prompt engineering. Rajiv was instrumental in creating the Oracle’s Generative AI Platform as a Service (GenAI PaaS), which is embraced by the global enterprises. His leadership includes such impactful projects as Skill Taxonomy and Ontology System, SR Resolution, and Benefits Advisor platform, improving workflow effectiveness and decision making. Python, SpaCy, Scikit-Learn, LangChain and RAG technical expert, he promotes ethical AI with the focus on fairness and bias mitigation. Rajiv has a Master’s in Information Technology from Denver University, and Bachelor’s from Kurukshetra University. His efforts in AI applications in the healthcare and workforce analysis and marketing have placed Oracle in the Gartner Magic Quadrant for HCM.
