Showing results by author "Ajit Singh" in All Categories

About the Book This book is a comprehensive, hands-on guide to designing, building, and deploying Agentic RAG systems. It moves beyond traditional, static information retrieval to explore the new frontier of self-correcting, autonomous knowledge systems powered by Large Language Models. By the end of this book, you will not just understand Agentic RAG; you will have built it. You will possess the practical skills to create robust, self-correcting knowledge systems that can reason, adapt, and provide a level of accuracy and reliability that was previously unattainable. Philosophy The core ...

About the Book This book provides a comprehensive and practical introduction to the design, modeling, and implementation of quantum databases. It is crafted to serve as a primary textbook for undergraduate (B.Tech) and postgraduate (M.Tech) computer science students, as well as a hands-on guide for software developers, data architects, and researchers venturing into the quantum computing domain. Philosophy The core philosophy of this book is "learning by doing." I believe the best way to understand the revolutionary potential of quantum databases is to build them. Consequently, this text ...

"Automation Using AI Agents" is a comprehensive textbook and practical guide designed to equip students, developers, and technology enthusiasts with the knowledge and skills to build intelligent agents for task automation. The book systematically covers the entire lifecycle of AI agent development, from fundamental theory and design to implementation, deployment, and future trends. Philosophy The core philosophy of this book is "Applied First." I believe that the most effective way to understand complex AI concepts is by applying them to solve real-world problems. Theoretical discussions ...

"n8n AI Agents: Transforming Education" is a comprehensive, hands-on guide designed to empower the next generation of engineers, educators, and innovators with the skills to build powerful AI agents using the low-code platform, n8n. This book demystifies the process of creating autonomous AI systems and applies them directly to solving critical challenges and creating new opportunities within the education sector. Key Features of This Book: 1. Hands-On Practicals: Every chapter includes practical exercises, simple examples, and mini-projects that allow readers to immediately apply what they...

Philosophy and Vision: "LLM: As an Operating System" is conceptualized around a singular philosophy: Democratization through Simplification. Complex AI architectures should not remain in the ivory towers of research labs. This book treats the Large Language Model not as a mystical "black box," but as a deterministic, manageable, and architectable component of a system—much like an Operating System kernel. Pedagogy: 1. Concept Visualization: Every chapter begins with a high-level architecture equating AI concepts to standard OS concepts (e.g., Context Window = RAM). 2. Scaffolding: We will...

"AI-Assisted & Generative Software Engineering" is a comprehensive, practical, and forward-looking guide designed to equip the next generation of software engineers with the skills required to thrive in an AI-driven world. This book meticulously demystifies the integration of artificial intelligence across the entire software development lifecycle (SDLC), transforming it from a theoretical concept into a set of tangible, applicable skills. Key Features: 1. Hands-On Approach: Every chapter includes practical examples, tutorials, and case studies. The emphasis is on "doing" rather than just "...

"Software Engineer with Generative AI" is a comprehensive, practical, and accessible guide designed to equip the modern software engineer with the skills and knowledge required to build the next generation of intelligent applications. This book serves as a bridge between traditional software development and the cutting-edge field of Generative AI, providing a structured pathway from fundamental concepts to advanced, real-world implementation. Key Features: 1. Beginner to Advanced Progression: The book starts with the absolute basics, assuming no prior AI knowledge, and gradually builds up ...

This book, "AI in Education," was born out of a necessity to bridge the gap between the theoretical constructs of Artificial Intelligence and their practical, impactful application within the educational ecosystem. While numerous texts delve into the depths of machine learning algorithms or the philosophies of pedagogy, there exists a critical need for a unified resource that speaks to both domains. This book is designed to be that bridge. It is crafted for the aspiring B.Tech and M.Tech students who will build the future of educational technology, for the educators who will wield these new...

"Multi-Modal Querying : From Embeddings to Production" is a comprehensive, practical, and forward-looking guide designed to demystify the exciting world of multi-modal artificial intelligence. It serves as both a textbook for students and a handbook for practitioners, providing a structured pathway from foundational concepts to the deployment of real-world, industrial-strength applications. Philosophy: The core philosophy of this book is empowerment. My goal is to empower you to move beyond being a mere user of AI models and become a creator of intelligent systems. I believe that the ...

"GitOps: Git Your Ops Together" is a comprehensive, practical, and accessible guide to mastering the principles and practices of GitOps. This book bridges the gap between theoretical knowledge and real-world implementation, providing a clear roadmap for adopting a Git-centric approach to manage and automate your infrastructure and application deployments. In today's cloud-native ecosystem, speed and reliability are not just goals; they are requirements. This book demystifies how GitOps delivers on this promise by treating your operational workflows with the same rigor and best practices ...

This book provides a comprehensive, step-by-step guide to building and deploying Large Language Models (LLMs) from the ground up. It is designed to be a practical, hands-on manual for students and developers, prioritizing implementation and application over abstract theory. Its primary objective is to demystify the end-to-end lifecycle of an LLM, presenting it not as an arcane art but as an engineering discipline that can be learned, practiced, and mastered. We dispense with unnecessary jargon and abstract theory, focusing instead on a direct, hands-on, and step-by-step methodology. My ...

"Edge Databases" is a comprehensive, practical, and accessible guide to the world of data management at the network's edge. The book navigates the paradigm shift from centralized cloud data storage to decentralized, edge-native database systems. It is meticulously designed for students and professionals to master the principles, technologies, and best practices required to build modern, responsive, and resilient applications for the IoT, mobile, and real-time AI era. Key Features: 1. Comprehensive & Structured Coverage: From the history and evolution of databases to a complete capstone ...

"Cloud-Edge Convergence" provides a comprehensive, hands-on exploration of one of the most transformative architectural shifts in modern computing. This book demystifies how the centralized power of the cloud and the distributed, real-time responsiveness of the edge can be combined to build next-generation intelligent systems. It serves as an essential guide for students and professionals aiming to master the principles, technologies, and practical skills required to design and deploy robust, scalable, and efficient distributed applications. Key Features: 1. Comprehensive Coverage: Offers a...

"Enterprise Agentic AI" is a comprehensive, practical, and implementation-oriented guide designed to equip students and professionals with the skills required to build and deploy autonomous AI agents in real-world business environments. This book demystifies the process of creating intelligent systems that can perceive, reason, plan, and act, moving beyond traditional machine learning models into the realm of goal-oriented, autonomous action. The landscape of Artificial Intelligence is undergoing its most significant transformation since the advent of deep learning. We are moving from an ...

"Graph Database Modeling With Neo4j" is a comprehensive textbook designed to provide a thorough grounding in the principles, design, and application of graph databases, specifically using the industry-leading Neo4j platform. It serves as both a foundational guide for newcomers and a practical reference for advanced learners. Philosophy The core philosophy of this book is "learning by doing." I believe that true mastery of a technology like Neo4j comes not from abstract theory alone, but from hands-on application and problem-solving. Every concept is introduced with a clear "why" before ...

This book, "Prompt Engineering," is conceived as a foundational text for the engineers and innovators of tomorrow. For too long, the art of instructing AI has been treated as a mystical craft, a collection of tricks and tips shared in online forums. Our mission is to elevate it to its rightful place as a formal engineering discipline—one with principles, methodologies, and a structured approach to achieving predictable, reliable, and optimal results from AI models. Key Features: 1. Foundations First Approach: Begins with an intuitive explanation of LLMs, tokens, and transformers, ensuring...

"Developing LangGraph Apps From Scratch" is a comprehensive, hands-on guide designed to equip readers with the skills to build, deploy, and manage sophisticated, stateful applications powered by Large Language Models (LLMs) using the LangGraph framework. This book is meticulously crafted to be a practical, step-by-step manual for creating applications that can reason, plan, and execute complex tasks in a cyclical, agentic manner. Philosophy The core philosophy of this book is "learning by building." I believe that proficiency in a technical framework is best achieved through direct, hands-...

"Reversible Computing" provides a comprehensive and accessible introduction to one of the most promising paradigms for the future of technology. As conventional computing approaches its fundamental thermodynamic limits, the principles of reversible computation offer a path toward virtually zero-power information processing. This textbook meticulously bridges the gap between the abstract theoretical physics of computation and the practical engineering of digital systems, making this complex subject understandable for students and enthusiasts alike. Pedagogical Approach: 1. Simple Language: ...

"Natural Language to SQL" provides a comprehensive, end-to-end exploration of the technologies that allow us to communicate with databases using everyday human language. This book bridges the gap between the complex world of database query languages and the intuitive power of conversational AI. It navigates the reader from the fundamental concepts of NLP and SQL to the design, implementation, and deployment of sophisticated, LLM-powered NL-to-SQL systems. Key Features: 1. Beginner to Advanced Progression: The book starts with foundational concepts, making it accessible to beginners, and ...

"The Generative AI Stack: Building Real-World Applications with LLMs and Diffusion Models" is a comprehensive, hands-on, and full-stack guide designed to empower students, developers, and entrepreneurs to build real-world, production-ready applications using Large Language Models (LLMs) and Diffusion Models. This book bridges the gap between the theoretical understanding of AI and the practical engineering skills needed to create meaningful products. It takes you on a structured journey from the fundamental principles of Generative AI to the deployment and maintenance of sophisticated, ...