Building AI Agents with n8n — Full Masterclass
A hands-on, project-based path to building real AI agents with n8n — from your very first workflow through webhooks, JSON, RAG, and voice agents.
About this course
This masterclass takes you from zero to building production-style AI agents using n8n, step by step. You'll start with the core building blocks — nodes, workflows, and tool selection — before moving into real projects: a complex multi-step agent, an email-reply agent, and workflows wired together with webhooks. From there you'll go deeper into working with JSON and data processing, understand Retrieval-Augmented Generation (RAG), embeddings and vectors, and build your own RAG-powered agent. The course wraps up with advanced capabilities: connecting agents via MCP (Model Context Protocol) and building your first voice AI agent. Every lesson is a real, hands-on walkthrough — by the end you'll have built and understood the core patterns behind modern AI agents.
Curriculum
Module 1
Getting Started with AI Agents
3 lessons · 45m
- Learning AI Agents in Hindi — AI Agents Are Changing the Game11m
- AI Agents Masterclass — What Tools to Use?15m
- What if You Mastered AI Agents in 2025 (Hindi)19m
Module 2
Core n8n Building Blocks
4 lessons · 3h 3m
- 5 Types of Nodes in n8n You Need to Know1h 4m
- Building Expert AI Agents — n8n Tutorial57m
- Going More In-Depth with Nodes34m
- Watch This Before You Build Your First Agent28m
Module 3
Building Real Agents & Workflows
5 lessons · 2h 39m
- Let's Build a Bit Complex Agent37m
- Update on the Complex Workflow7m
- n8n and Lovable — the Power of Webhooks30m
- Building an Email Reply Agent24m
- The Most Important Video in This Series1h 1m
Module 4
Working with JSON & Data Processing
4 lessons · 1h 1m
- Creating a Workflow Without JSON (Part 1)8m
- A Superpower for Your AI Agents (Part 2)19m
- 30 Days Using JSON — What Changed (Part 3)17m
- Data Processing in n8n17m
Module 5
RAG, Embeddings & Vectors
3 lessons · 1h 4m
- What Is RAG and Why It Matters26m
- What Is RAG, Embedding and Vectors (Part 1)11m
- Build Your First RAG Agent27m
Module 6
Advanced Agent Capabilities
3 lessons · 52m
- How MCP Makes Your AI Agents Super Smart32m
- Building Your First Voice AI Agent — The Simplest Way20m
- Course Wrap-up Quiz
Your instructor
What you will learn
- Getting Started with AI Agents
- Core n8n Building Blocks
- Building Real Agents & Workflows
- Working with JSON & Data Processing
- RAG, Embeddings & Vectors
- Advanced Agent Capabilities
Who should take this course
This is a beginner-level course in AI & Machine Learning, taught by Karman 2. Read the curriculum to check it covers what you want to learn.
Course information
- Duration
- 9h 24m
- Lessons
- 22
- Level
- Beginner
- Subject
- AI & Machine Learning
- Language
- English
- Format
- Recorded lessons
FAQs
How do I access this course after buying it?
Log in and open My Learning in your dashboard. Your purchased courses are listed there.
Can I see what is covered before I buy?
Yes. The curriculum on this page lists every module and lesson, with durations where available.
Who do I contact if I have a question?
Visit the Contact Us page and choose Student enquiry.