Automation with n8n and AI Agents

Name: Automation with n8n and AI Agents
Rating: 4.6 (13 reviews)

Build automations and AI agents with no coding: Master n8n from zero to advanced workflows with real-world projects

Highest Rated

Created byJones Granatyr, IA Expert Academy, Gabriel Alves

Last updated 2/2026

English

What you'll learn

Master the core concepts and fundamentals of n8n
Learn how to set up n8n Cloud, self-hosted and locally
Integrate n8n with multiple services such as Gmail, Google Drive, and others
Learn how to use webhooks and REST APIs to communicate with online services
Connect generative AI models (Llama, Gemini, DeepSeek, or ChatGPT) to create automated responses and intelligent workflows
Implement autonomous AI agents in practical workflows such as support, marketing, and email
Build an intelligent AI agent for Telegram customer support
Develop a RAG-based chatbot that answers questions using company documents to generate consistent responses
Create advanced workflows for sentiment analysis, dynamic reporting, and AI-powered image analysis and generation
Learn how to scale workflows and improve automations with modularization, retries, and error handling

Course content

7 sections • 41 lectures • 6h 11m total length

Course content13:12
Course materials0:04
n8n - introduction 18:33
n8n - introduction 26:09
n8n cloud4:03
n8n self-hosted7:02
Install n8n in a self-hosted environment on your own server for full control and cost efficiency. Choose a hosting provider, select queue or normal execution, and manage a professional domain.
n8n in local machine5:44

Introduction6:37
Connection LLMs8:17
Prompts14:26
Explore prompts and prompt engineering to guide AI effectively. Learn to craft specific or creative prompts, use system and role prompts, and test variations across models.
Memory and tools10:14
Explore memory and tools in n8n ai agents, storing conversation history by session ID, managing context with a 5-item window, and triggering real-world actions via http and rss tools.
Autonomous agents 110:48
Autonomous agents 27:34

Reports with AI 111:40
Reports with AI 214:35
FAQ chatbot with RAG 17:24
FAQ chatbot with RAG 219:28
Build a retrieval augmented generation workflow in n8n using a vector database of embeddings for semantic search, chunk documents, generate Gemini embeddings, and store them in a Supabase vector store.
FAQ chatbot with RAG 313:50
Sentiment analysis 113:13
Sentiment analysis 211:50
Chatbot with Telegram 17:50
Create a telegram-based ai assistant powered by an n8n workflow that handles customer messages 24/7, provides instant responses, and scales with integrations while freeing human agents for complex tasks.
Chatbot with Telegram 211:15
Connect Telegram messages to an AI agent in n8n, implement per-user memory, and query a Google Sheets menu with a dedicated tool using the Gemini model.

Subworkflows17:03
Learn how to modularize n8n workflows with sub-workflows, using the ExecuteWorkflow node to call child workflows, apply the dry principle, and boost readability, maintenance, and AI agent capabilities.
Scheduling, retries and errors15:24
SQL queries7:22
Connect n8n to a database and execute sql queries to fetch and summarize data from feedbacks using select, where, order by, group by, and count for insights and weekly reports.
Analyzing and generating images9:38

Requirements

No prerequisites

Description

In this course, you will learn how to build intelligent automations with n8n and integrate AI agents into complete workflows, without the need for programming. We will explore how to connect services, generate automated responses with AI, and implement LLMs (Large Language Models) in practical projects such as customer support chatbots, automated reports, and sentiment analysis.

In the introduction, you will get to know the n8n ecosystem and its core concepts, understand the differences between the Cloud and Self-hosted, learn when to use each one, how to configure them on a hosting environment, and how to install n8n locally with Docker to use it without limitations on your own computer and at no cost. You will also explore the most popular services available for integration.

In the fundamentals section, you will learn how to create workflows using triggers and nodes, configure parameters, connections, expressions, JSON, and metadata. You will also work with decision-making structures such as IF, Switch, and loops.

In the integrations section, we will explore Google Sheets, Gmail, and other services, as well as webhooks, HTTP requests, and REST APIs to extend your workflows and connect them to the real-world.

For the Generative AI section, you will learn how to connect n8n to modern LLMs (Llama, DeepSeek, Gemini, ChatGPT, and others), generate automated responses within workflows, create assistants for email, support, and marketing, and take your first steps with autonomous agents by combining AI and automation.

During the practical projects phase, you will build real-world examples to solve modern problems: you will develop an AI agent for automated customer support via Telegram, build a reporting automation combining AI + spreadsheets + email, learn how to use RAG to create an efficient document-based FAQ chatbot for a company, implement sentiment analysis with a database, and explore tips and hacks to further enhance your workflows.

Finally, we will cover advanced and scalable workflow features, including how to use sub-workflows for modularization and reuse, advanced scheduling, retries, and error handling, as well as integrations with databases (PostgreSQL, MySQL) and complex workflows that involve AI-powered image analysis and generation.

Get ready to transform your ideas into modern solutions with n8n and generative AI!

Who this course is for:

Professionals who want to automate tasks and workflows without coding, making their work faster and more productive
Entrepreneurs and managers looking to apply automation and generative AI to reduce costs and scale their businesses
Consultants and freelancers who want to offer intelligent automation solutions to their clients
Technology and innovation enthusiasts interested in building modern projects that combine automation and AI agents
Customer service, support, or sales teams aiming to implement chatbots, automated reports, and intelligent workflows
Data, marketing, or operations analysts who want to integrate services and extract more value from spreadsheets, emails, and APIs

Automation with n8n and AI Agents

What you'll learn

Explore related topics

Course content

Introduction7 lectures • 45min

n8n fundamentals7 lectures • 50min

External connection6 lectures • 55min

Generative AI and agents6 lectures • 58min

Projects9 lectures • 1hr 51min

Additional topics4 lectures • 49min

Final remarks2 lectures • 3min

Requirements

Description

Who this course is for: