AI Automation: Build LLM Apps & AI-Agents with n8n & APIs

About this course

AI Automation is the Future.

But how does it really work? And how can AI optimize business processes—on a whole new level, far beyond ChatGPT? The answer: AI Agents.

This course guides you through both essential and advanced concepts in automation using AI automation, AI agents, LLMs, vector databases, Retrieval-Augmented Generation (RAG), and n8n. You'll learn how to create powerful automations, build intelligent AI agents, and seamlessly integrate them into your workflows to enhance both business and personal projects.

Additionally, you'll receive 29 downloadable JSON workflows to accelerate your learning and implementation.

What You’ll Learn in This Course:

Fundamentals of Automation, AI Agents & LLMsDive into the world of AI automation:

• Introduction to automation, AI agents & essential tools (n8n, Make, Zapier, LangChain, LangGraph, Flowise).
• Understanding APIs and their role in automation.
• LLMs explained: ChatGPT, Claude, Gemini, Deepseek, Llama, Mistral & more.
• OpenAI API: Pricing structure, GDPR-compliant usage & project setup.
• Function calling with LLMs: How AI agents use tools like calendars, emails, web search, webhooks, Airtable, Google Sheets, and more.
• RAG (Retrieval-Augmented Generation): Vector databases & embeddings explained.n8n Basics: Installation & First Workflows

Master the fundamentals of n8n, the key to intelligent automation:

• Local installation with Node.js & using the web version without installation.
• Importing, exporting, and selling workflows.
• Setting up automations with Airtable, Google Sheets & Google Cloud.
• Using simple JavaScript variables in automation.
• Expanding AI Automation with LLMs
• Build adva

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