n8n AI Agents Course

Build production-ready AI agents with n8n - from basic chatbots to memory-enhanced intelligent assistants using modern development practices.

Course Episodes

📘 Episode 1: Building Your First AI Agent

Create functional AI assistants with n8n, Telegram, and tool integrations (calendar, email, tasks).

What You'll Build: LinkedIn Post Agent, Nexus AI Assistant, Scheduling Workflows
Duration: ~1 hour

🧠 Episode 2: AI Agents with Memory - Vibe Coding n8n Agents

Transform stateless agents into context-aware assistants using Supabase, pgvector, and semantic search. Learn the "vibe coding" approach with Cursor IDE and MCP servers for rapid AI-assisted development.

What You'll Build: Memory-enhanced Nexus Agent with dual-memory architecture (chat history + vector embeddings)
Duration: 1 hour 42 minutes

Quick Start

# Clone the repository
git clone https://github.com/abilityai/n8n_ai_agents_course.git
cd n8n_ai_agents_course

# Navigate to an episode
cd Episode_1  # or Episode_2

# Follow the episode-specific README for setup instructions

Prerequisites

• n8n instance (self-hosted or cloud)
• OpenAI API key
• Episode-specific requirements in each folder

Key Technologies & Tools

Episode 1:

• n8n workflow automation
• Telegram Bot API
• OpenAI GPT models
• Google Calendar, Gmail APIs

Episode 2:

• Cursor IDE with MCP servers
• Supabase (PostgreSQL + pgvector)
• Edge Functions
• WhisperFlow (voice dictation)

Repository Structure

n8n_ai_agents_course/
├── Episode_1/           # Basic AI agents with n8n
├── Episode_2/           # Memory-enhanced agents with Supabase
└── resources/           # Shared resources

Each episode folder contains:

• agents/ - n8n workflow JSON files
• materials/ - Course transcripts and summaries
• scripts/ - Deployment and management scripts
• README.md - Complete setup and implementation guide
• Episode-specific resources and documentation

Learning Path

1. Start with Episode 1 - Build foundational understanding of n8n agents
2. Progress to Episode 2 - Add memory and learn modern development practices
3. Coming Soon: Episode 3 - Multi-agent systems and advanced orchestration

Course Philosophy

This course emphasizes practical, hands-on learning with real debugging sessions and iterative development. You'll learn the "vibe coding" approach - using AI tools to accelerate development while maintaining control over critical decisions.

Author

Eugene Vyborov
Founder and CEO of Ability.ai - AI Agents for Business

• YouTube: https://www.youtube.com/@evyborov
• X/Twitter: https://x.com/evyborov
• LinkedIn: https://www.linkedin.com/in/eugenevyborov/
• AI Agent Hub: https://hub.ability.ai/

Community & Support

• 🌐 AI Agent Hub - Directory of pre-built agents
• 💬 Join the community of agent builders
• 📚 Access course materials on GitHub

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For detailed instructions, navigate to the specific episode folder and follow its README.