Artificial Intelligence For All: A Handbook on Prompting and Agents

Artificial Intelligence for All: A Handbook on Prompting and Agents is a comprehensive practical guide designed for the age of Large Language Models (LLMs) and AI Agents. Centered on the core concepts of prompting, AI cognition, and intelligent agent collaboration, the book provides a complete framework that bridges foundational AI understanding with real-world execution.Starting from the fundamentals of AI communication and prompt engineering, the book systematically explores cognitive differences between humans and AI systems, advanced prompt structures, AI workflow design, and industry-specific AI applications. It further expands into AI Agent orchestration, multi-modal systems, local deployment, privacy protection, and AI governance.Unlike conventional introductory AI books that focus only on concepts or tools, this handbook emphasizes practical implementation through reusable frameworks, real-world case studies, structured prompt methodologies, and deployment strategies. Readers will learn how to transform AI from a passive chatbot into an active collaborative assistant capable of planning, reasoning, automation, and decision support.With applications across education, healthcare, finance, marketing, and enterprise productivity, this book is suitable for general readers, professionals, universities, corporate training programs, and organizations seeking AI transformation.