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n8n Masterclass - Build AI Agents and Automate Workflows from Beginner to Pro

Nate Herk | AI Automation via YouTube

Overview

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Learn to build AI agents and automate workflows using n8n, the powerful open-source automation platform, in this comprehensive 92-minute video tutorial designed for beginners with no coding experience required. Master the fundamentals of n8n by exploring its interface, understanding workflows, nodes, and executions, while discovering how to leverage over 300 integrations to connect different services and applications. Build your first automation workflow step-by-step, then advance to creating sophisticated AI agents using RAG (Retrieval-Augmented Generation) and vector databases for intelligent, context-aware automation. Explore advanced concepts including API integration, HTTP requests, webhook implementation, error handling workflows, and best practices for scaling your automations in real-world scenarios. Gain hands-on experience creating custom tools, integrating them into workflows, and building smarter AI agents that can handle complex tasks autonomously. Discover the differences between self-hosted and cloud deployment options, learn to optimize workflows for performance and reliability, and understand how to troubleshoot common issues. The tutorial covers practical examples of AI agent implementations, demonstrates how to use n8n workflows as tools within larger automation systems, and provides guidance on expanding your automation capabilities beyond basic workflows.

Syllabus

00:00 What is n8n?
02:50 Why Should You Learn n8n?
04:53 Part 1: Getting Started
05:09 Self-Hosted vs Cloud
08:25 Workflows, Nodes, Executions
09:45 n8n Interface
16:05 Part 2: Core Concepts
16:28 Types of Nodes
19:00 Building Example Workflow
36:28 Part 3: RAG and Vector Databases
36:55 What is RAG?
38:23 What are Vector Databases?
44:07 Building RAG AI Agent
1:01:56 Part 4: Expanding Agents
1:02:31 n8n Workflows as Tools
1:05:23 Showcasing Agent Examples
1:10:20 Part 5: APIs & HTTP Requests
1:11:33 What is an API?
1:12:49 What is an HTTP Request?
1:13:14 How They Work Together
1:15:04 HTTP Request Examples in n8n
1:21:42 Part 6: The Final Part
1:22:24 Error Workflows
1:26:20 Best Practices
1:28:30 Next Steps

Taught by

Nate Herk | AI Automation

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