A Glimpse of What Is Possible Antigravity, n8n, Lovable & ComfyUI

Instructor Introduction Arnold Oberleiter (Arnie)

Course Overview

Section Overview

Quick Tip Use LLMs for Installations

Installing Python, pyenv, pip & the uv Package Manager

Cursor Crash Course

Git & GitHub Basics Explained

Recap

AI Fundamentals Section Overview

Understanding Automation, AI Automation and AI Agents

API (Application Programming Interface) Explained

Function Calling How LLMs Ask for Help

How a LLM works

Test-Time Compute with DeepSeek R, Qwen & GPT & Gemini – Models That Can “Think”

How to Find the Best AI Models

Prompt Engineering Basics User Prompt & System Prompts

AI Fundamentals Recap

Section Overview

What Is the OpenAI AgentKit, Agent Builder & Agent SDK

OpenAI Platform Explained Playground, Billing, Token Costs & Projects

Agent Builder Guide All Nodes, Features & Possibilities Explained

Build an AI Agent with Guardrails, State Variables & Internet Access

MCP as an API Wrapper in Your Agents and Controlling Date & Time

RAG Train Your Agent on Your Knowledge

What we build next

Next Steps

Advanced Workflow Build Your Own Deep Research Agent

Widget Integration from ChatKit as Output Format

ChatKit for Building Your Own UI in Cursor as a Next.js App

Cost Monitoring What We’ve Spent So Far

Add an AI Chat Bubble to Your Next.js React Website

More Options and Workflow Templates

Recap

Section Overview Python and Pydantic AI

GitHub Project & Tech Stack Overview Python, pip, Pydantic AI, Gradio & Cursor

Python Prototype Tutorial Build Your First App with Pydantic AI & Gradio

Feed and Tag Documentation in Cursor for Every Project

Pydantic AI Build a Deep Research Agent with a Gradio Frontend in Python

Python Code and the Whole Pydantic AI Project Explained in Detail

Publish Your Python Project on GitHub & Share Your Gradio App with Others

Pydantic AI Agents in Python Inspiration, Evals & Observability

Recap

What We Cover in This Section About Local AI

Why Local AI Advantages & Disadvantages explained

Hardware Basics RAM, VRAM, GPU for LLMs & Diffusion Models

Apple & Local AI Hardware Essentials

LangGraph, LangChain, Flowise — What Is the Difference

Ollama Fundamentals Installation, Models & Commands

Info

Install Flowise Locally with Node.js

First Tests in Flowise with Local Models and the Agent Builder Interface

Docker Desktop Explained Installation, Setup & Why You Need It

Vector Databases, Embedding Models, Tok-K, Chunking & RAG explained

Install Postgres Locally with Docker

Create a Local RAG Agent with Flowise, Postgres & Ollama

Populate Postgres Vector Database and Integrate Record Manager

Optimizing RAG How to Prepare Data Correctly with Markdown, Chunking & Overlap

Recap!

Section Overview What You Will Learn

Enhance Customer Support with Sentiment Analysis Using AI

Building a RAG Chatflow with Web Scraping, Embeddings, Vector Database & HTML

Exporting and Importing Flows as JSON

Creating Your Own Chatbot UI & Frontend

Flowise Tool-Agent One Workflow to Connect Any API & LLM

Tool Agent with RAG Pinecone Vectordatabase, Function Calling & APIs

Prompt Engineering System Prompts for AI Agents and RAG Agents

Hosting Flowise on Render

Building a RAG Chatbot for a Client Click by Click with Flowise Tool Agent

Enhancing LangGraph Chatbot Branding and Style on Replit

Embedding a RAG Chatbot into a WordPress Site

Add Your Logo & Final Bot Finetuning for a Polished Look

Additional Settings for Your LangChain App in Flowise

More Options and Examples

Recap

Section Overview What You Will Learn

lacoal installation of n8n on mac

n8n Installation with Node.js & the Interface

Supabase Setup for RAG and SQL Tables

n8n Basics

Exporting and Importing JSON Workflows

SQL & Tables with Supabase and n8n

RAG Agents with n8n, Supabase, Metadata & Ollama

Email Assistant with Google, n8n & Supabase SQL

Prompt Engineering for n8n AI Agents (System Prompts)

Self-Hosting n8n

Recap of the n8n Basics

HTTP Request Node Basics

Section Overview What You Will Learn Here!

Code Node Run Python & JavaScript Code in n8n (plus the Merge & if Node)

HTTP Requests Without cURL How to Call Any API

Build a Telegram AI Assistant

Scraping Converting a Website into a RAG Chatbot via HTML Requests

Call Other Workflows

Security for Telegram Agents in n8n

Multi-Agent Systems with an Orchestrator

Multi-LLM Comparison with Gemini Judge and Insights Aggregation

Telegram Agent That Can Talk and Automate Everything

Webhooks + Vibe Coding in Cursor Create a Chatbot Frontend

Master Data Manipulation in n8n Set, Aggregate, Split Out, Switch, If & Merge

Loop Over Items Process Data Step by Step

n8n Guardrails Build Safer and More Reliable Workflows

Finding Errors in n8n Workflows Debugging with the error Trigger Node

n8n Bot as a Standalone App with a Published URL (hostet version)

Integrating n8n Agents into Websites HTML, WordPress & Custom CSS Branding

Recap

Section Overview of the MCP Part

STDIO vs Streamable HTTP Transport Methods for MCP & AI Agents (and some docs)

The Model Context Protocol Explained Give LLMs Tools, Prompts & Resources

Claude Desktop Interface & Settings Overview

Connect MCP Servers to Claude Desktop via JSON Config-File

Set Up Multiple MCP Servers with the MCP Installer

Quick Tip Discover More MCP Servers & Clients on GitHub

Connect Cursor to Any MCP Server Use Zapier for Free, GitHub, Slack & More

Build an MCP Server in n8n

Secure Your MCP Server with Authentication

Connect your n8n MCP Server to Various Hosts Claude, Cursor, n8n, Windsurf

Integrate the tools you like!

ChatGPT with MCP

Persistent Context & Long-Term Recall over all Hosts

Build a MCP Server for Image Generation

n8n Community Node for MCP

Instance-level MCP access

GitHub Repository Overview The Python MCP that we Built

The Blender MCP with Python and uv

Program a Simple MCP Server in Python

Python Include Resources and Prompt Templates in Your MCP Server

Python Extend Your Server Add More Tools with Webhooks

Publush your Python MCP Server on Github

Recap of the MCP Section

Sectrion Overview

Github Project Overview LiveKit Agent in Python

Understanding Voice Agents Tech, Goals, Problems & Value

LiveKit Overview

More Options with LiveKit and Python

Plattform Overview Vapi and Elevenlabs

Python Build an AI Avatar with Voice in LiveKit

AI-Powered Voice Agent for Restaurant Reservations

Prompt Engineering for AI Voice Agents

Debugging & Testing

Adding Phone Numbers for Inbound Calls

Tool integration for booking Tables

Workflows, Branches, Human in the Loop and Testing

Recap

ElevenLabs Voice Agents n8n Webhooks & Webpage Integration

Section Overview Diffusion & AI-Automation

Diffusion Models Explained Embeddings, Tensors, RGB Codes & More

Installing ComfyUI & Git

Installing the ComfyUI Manager

Additional Workflows, Z-Image & the Image API

ComfyUI Basics Workflows, Images, Interface & Seed Explained

Prompt Engineering for Z-Image, SDXL, Flux, Qwen & Other Diffusion Models

SDXL Locally & Understanding JSON Workflows

LM Studio or other MCP Hosts as Frontend for ComfyUI

Agentic ComfyUI with n8n Automate Image & Video Creation

Recap of Diffusion

Section Overview

Open WebUI Features

Open WebUI in Docker Installation and Interface

Connecting Flowise and n8n

Connect Open WebUI with Webhooks to n8n

Creative Ideas & Inspiration

More Low Code Tools Make.com, Dify, Lindy, Langflow, Zapier, Stack AI & more

Fine-Tuning LLMs for your Agents

Claude Fable 5 and Sonnet 5 are here

More Code Frameworks Autogen, CrewAI, Semantic Kernel, LangGraph & more

Recap!

Build a Business or Level Up Your Career Section Overview

Who to Sell Your AI Services To

Business Fundamentals for AI Agents (what should i sell)

AI Automation Agency Pricing Strategy

Niches and Price

The Offer

Generate Leads With Lead Magnets

Get your first paying Clients Start With People You Know

Cold Outreach Strategies for Selling AI & Automation Services

What Is Next Paid Ads

Create Content to get Clients (Social Media, Youtube, Instagram, TitTok, X...)

What is next

Sales Basics How to Sell Your AI Services

Section Overview

Prompt Injections

Jailbreaks

Data Poisoning and Backdoor Attacks

Example of a Misbehaving MCP Server

Authentication and API Keys

Copyrights & Intellectual Property

Tool Poioning, MCP Rug Pulls & Other Security Vulnerabilities

Privacy & Protection for your own and Client Data

Open-Source Licenses Explained MIT, Apache 2.0 & More

Censorship, Alignment, and Bias

AI Compliance & Law GDPR, CCPA, CPRA & the EU AI Act

Recap!