Agentic AI and AI Agents for Beginners

Using the powerful visual automation platform n8n, you will learn how to connect AI models to real tools, and create systems that can retrieve information, make decisions, and complete tasks automatically. Instead of vague theory, this book focuses on clear mental models and hands-on systems you can actually build.
What You Will Learn:The fundamentals of modern AI - Generative AI, Large Language Models (LLMs), hallucinations, and Retrieval-Augmented Generation (RAG)The difference between automation, AI agents, and agentic systemsHow to think about AI as structured workflows instead of isolated promptsHow to design reliable automation workflows step-by-stepHow prompt engineering shapes AI behavior and improves reliabilityHow to build AI agents with memory and tool usageHow to create RAG systems that retrieve knowledge from documentsHow to design agentic architectures where multiple AI agents collaborateWhen to use automation vs AI agents - and how to combine them effectivelyThroughout the book, you will construct practical projects using n8n, including:An automated document-processing workflow that reads files, extracts data, and sends results automaticallyAn AI knowledge system using Retrieval-Augmented Generation (RAG)AI agents that retain memory and interact with toolsA single-core agentic AI architecture where a central agent coordinates specialized sub-agentsMulti-agent systems that interact with services such as Google Drive, Gmail, Google Sheets, and Google CalendarBy the end of the book, you will understand how modern AI systems are structured, connected, and controlled.
Designed Specifically for Beginners:
This book was written for readers who want to understand AI clearly and apply it practically, including:Professionals exploring AI automationEntrepreneurs building AI-powered toolsStudents curious about AI systemsKnowledge workers looking to automate repetitive tasksAnyone interested in learning how AI systems actually workEvery concept is explained in plain language, and every system is built step by step so you can follow along-even if you have never worked with automation or AI before.

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