AI & Voice Agents with n8n: Learn, Build & Automate Projects | Udemy [Update 08/2025]
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Build AI agents with n8n: automate forms, weather reports, voice reminders, and create an AI fashion image generator.

What you'll learn
Understand the concept of AI Agents and their real-world applications.
Differentiate between automation workflows and AI agents.
Install and set up n8n on AWS with a self-hosted, free edition.
Configure n8n with HTTPS on a custom domain for secure access.
Build an AI agent with memory and external tools using n8n.
Automate form submissions to Google Sheets and Gmail.
Create a workflow to fetch and send weather reports via email.
Design and deploy an AI Voice agent for appointment reminders.
Integrate Twilio to set up phone numbers for voice AI agents.
Use Retell AI to create and manage intelligent voice agents for business use cases.
Generate fashion images using Nano Banana + n8n workflow

Learn how to build and deploy AI agents for real-world business applications through hands-on projects. This course takes you from AI agent fundamentals to advanced automation workflows, giving you the skills to design, automate, and deploy intelligent systems.

You'll start by exploring what AI agents are, their real-world and e-commerce use cases, and how they differ from traditional automation. From there, you'll gain practical experience with n8n no-code automation, setting up workflows on AWS, and integrating popular tools like Retell AI, Twilio, and Nano Banana.

Introduction

Overview of the AI Agent

What is an AI Agent

Real-World AI Agent Examples

AI Agent Use Cases

E-commerce Use Cases of AI Agents

Key Features of AI Agents

Automation Vs AI Agent

What is Automation

Automation vs. AI Agents

Top Platforms for Building Smart AI Agents

Getting Started with n8n

Introduction to n8n

Why Use n8n?

Different Installation Methods for n8n

Install n8n on AWS (Self-Hosted, Free Edition)

Launch Ubuntu EC2 for n8n

Installing Docker on Ubuntu

Create a Docker Compose and .env File

Installing n8n Using Docker Compose

Access n8n via Web URL

Activate n8n License

Overview of the n8n Dashboard

Project 1: AI Agent with Memory and Tools

Introduction to the First n8n AI Agent Project

Building an AI Model with Groq LLM

APIs in AI Agent Project

Enhancing AI Agent with Memory Buffer

Integrating SerpAPI with AI Agent for Live Data

Executing AI Agent to Get Live Info

Accessing AI Agent via URL

n8n Installation with HTTPS on Your Domain - Step-by-Step

Quick Walkthrough of the Steps

Launching an Ubuntu EC2 Instance

Installing n8n Using Docker

Accessing n8n Server via HTTP Only

Registering a Domain for n8n

Point Domain to Server via A Record

Set Up Nginx Reverse Proxy for n8n

Nginx Configuration for n8n

Configure SSL to Secure n8n with HTTPS

Project 2: Automating Form Submissions to Google Sheet and Gmail

Getting Started with the n8n AI Agent Project

Create a Node in n8n Form to Define Details

Attach Google Sheet Node and Connect via OAuth

Google Access Issues and Fixes

Enable APIs: Google Sheets, Gmail, etc.

Run n8n and Verify Google Sheet Updates

Attach Gmail Node for Email Notifications

Run n8n Workflow and Verify

Project 3: Weather Report Automation (Trigger → HTTP Request → Code →  Gmail)

Overview of the Project with Live Demo

Add HTTP Request Node with Trigger

Configure HTTP Request Parameters

Attach Code Node to Extract Data

Attach Gmail Node to Send Weather Updates

Project 4: AI Voice Agent for Appointment Reminders

Live Project Demo

Key Steps to Implement Voice AI Agent

Set Up Appointment in Google Calendar

Connect Google Calendar Node to Trigger

Google Access Issues and Fixes

Add Code Node to Process Calendar Event Data

Custom JavaScript: Extract Key Details

Retell AI: Create Your Voice AI Agent

Retell AI Voice Overview

Creating Voice AI Agent

Call Functions in AI Agent

Acquire a Phone Number

Twilio: Buy a Number for Voice AI Agent

Overview: Purchasing a Number and SIP Trunking

Buy a Number

Elastic SIP Trunking - 1

Elastic SIP Trunking - 2

Connect Number to AI Agent via SIP Trunk

Project 4: AI Voice Agent for Appointment Reminders - HTTP Request Node

Overview of Next HTTP Request Node

Configure Authorization in HTTP Request

Configure Send Body in HTTP Request

Troubleshooting Voice AI Agent & Fixes

Run Workflow: Voice AI Agent Call

AI Agent: Knowledge Base

Voice AI Agent: Ask Knowledge Base Queries

Project 5: AI Fashion Image Generator with Nano Banana + n8n workflow

Nano Banana Project: Workflow Overview

Trigger: Form Submission

Upload an image via an HTTP request

Define HTTP request parameters

Image Analysis using the OpenAI Node

Generate API credentials in your OpenAI account

Set the parameters for the Analyze Image node

AI Agent: Chat Model + Think Tool

Configure a prompt in the AI Agent

Integrate Chat Model + Think Tool in AI Agent

Queue Image using HTTP Request (Nano Banana API)

Create an API key on Falai

Run the workflow and verify image on Falai

Fetch Image (HTTP Request)

Insert Wait Node

If Node: Check if image is ready or processing

Get Image via HTTP Request

Send Image via Gmail Node

Configure Gmail Node parameters

Final check: validate images, nodes, and results

Final Workflow Execution - 1

Final Workflow Execution - 2

Last Lecture

Who this course is for:
Students and professionals in IT, AI, or business domains who want hands-on experience in building AI agents, chatbots, and voice bots.
Beginners and tech enthusiasts who want to explore AI agents and workflow automation without needing advanced coding skills.
Entrepreneurs and business owners looking to automate repetitive tasks, save time, and improve customer engagement with AI-powered agents.
Freelancers and consultants who want to offer AI and automation solutions as services to their clients.
Anyone curious about AI and automation who wants to learn practical, real-world applications like form automation, weather reporting, and voice appointment reminders.

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