Description
n8n AI Agents Bootcamp: RAG, DevOps, Cloud & SRE Projects is a course on building real-world AI agent workflows and intelligent automation systems with n8n, published by Udemy Online Academy. Designed for AI engineers, automation professionals, DevOps professionals, cloud engineers, and developers, the bootcamp combines AI agents with Retrieval-Augmented Generation (RAG), cloud infrastructure, DevOps practices, and Site Reliability Engineering (SRE) workflows, going far beyond simple automation demonstrations to real-world operational scenarios. Learners start by connecting n8n to real-world cloud services and work with AWS components like S3, Lambda, and EC2 alongside Google Workspace tools like Gmail, Sheets, and Drive, along with learning how to securely manage credentials so workflows remain secure for running in production-like settings. The course then builds on the core automation logic, covering flow control elements such as If, Switch, Loop, Filter, Limit, and Remove Duplicates, and provides learners with the tools needed to handle real-world messy and inconsistent data, rather than clean sample datasets.
The core of the bootcamp is designing and building AI agents directly within n8n. Learners explore a range of prompt engineering techniques, including Zero-Shot, Few-Shot, Chain-of-Thought, ReAct, and role-based prompting, and put them into practice while building a full Retrieval-Augmented Generation agent that is capable of retrieving relevant context before generating a response. This LLM integration section ties together tool invocations and coordination logic into coherent and functional agent workflows. The course also covers consuming REST APIs via Node HTTP Request, using real-world integrations like SerpAPI alongside AI-powered API calls, so that learners understand how to reliably connect n8n workflows to external data sources and services. Throughout the bootcamp, DevOps and SRE principles are woven into the automation work, addressing monitoring, deployment, and operational reliability so that the resulting workflows are not just functional demonstrations, but systems built with production considerations in mind.
What you will learn in n8n AI Agents Bootcamp: RAG, DevOps, Cloud & SRE Projects:
- Securely manage credentials and trigger workflows from AWS services (S3, Lambda, EC2) and Google Workspace (Gmail, Sheets, Drive)
- Apply core logic and flow control — If, Switch, Loop, Filter, Limit, and Remove Duplicates — to handle real, messy, real-world data
- Design and build AI agents in n8n, including prompt engineering techniques (Zero-Shot, Few-Shot, Chain-of-Thought, ReAct, Role-Based) and a full RAG-based agent
- Consume REST APIs with the HTTP Request node, including real integrations like SerpAPI and AI-powered API calls
- and …
Course specifications
Publisher: Udemy
Instructors: Yogesh Raheja and Thinknyx Technologies
Language: English
Level: Introductory to Advanced
Number of Lessons: 73
Duration: 7h 13m
Course topics on 2026/8
n8n AI Agents Bootcamp: RAG, DevOps, Cloud & SRE Projects Prerequisites
A laptop (Windows, Mac, or Linux), a VM (On AWS, Azure or any other platform) – we’ll set up Docker and n8n together from scratch
Free-tier accounts for AWS, Google Workspace, and GitHub (setup covered in the course)
No prior programming experience required – some comfort with technology is enough to get started
Pictures
n8n AI Agents Bootcamp: RAG, DevOps, Cloud & SRE Projects introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
3.5 GB