Build Real-World AI Agents with n8n (No Code)

This hands-on course is designed to help you build powerful, real-world AI agents without writing code, using n8n, a leading no-code automation platform.

You will learn how modern AI agents actually work in production, going beyond simple chatbots. The course starts by building strong foundations in Retrieval Augmented Generation (RAG) and then layers agentic behavior on top, where an AI can intelligently decide which tool to use, when to use it, and how to respond.

What you will learn and build

1. RAG from scratch (concept → implementation)
2. Understand chunking, embeddings, vector databases, and how AI retrieves the right context instead of guessing.
3. Agentic AI architecture (no theory fluff)
4. Learn how LLMs act as a “brain” that selects tools like document search, web search, or calculators based on the user’s question.
5. Fully automated document intelligence
6. Automatically read PDFs from Google Drive, chunk and embed them, and store them in a vector database with memory.
7. Multi-tool AI agents
8. Build an agent that can:
9. Answer from private documents
10. Search the web for live data
11. Store conversations with timestamps
12. Send responses via Email and Slack
13. No-code, production-style workflows
14. Everything is built using drag-and-drop in n8n, showing how non-developers, analysts, product managers, and architects can still build serious AI systems.
15. Live end-to-end demo
16. See the complete workflow running: upload → retrieval → decision-making → response → storage → notifications.

Who this course is for

1. Professionals who want to understand AI agents without deep coding
2. Data, analytics, product, and automation roles
3. Developers who want to visualize agent workflows before coding
4. Anyone curious about how real AI systems work behind the scenes

By the end of this course, you won’t just “know” AI agents -you’ll understand how to design, reason about, and build them confidently, even without writing a single line of code.