Agentic AI Bootcamp: AI Agents with Python, n8n, MCP & RAG

Agentic AI Bootcamp: AI Agents with Python, n8n, MCP & RAG

ABOUT THE COURSE:

Stop watching AI happen. Start building it.

You’ve seen what AI can do. But how do you go beyond simple prompts to build autonomous agents, scalable automations, and real business applications?

This course is the ultimate masterclass for AI Automation and AI Agents. It bridges the gap between Low-Code (n8n, Flowise) and Pro-Code (Python, Pydantic AI, Cursor), giving you the complete skillset to dominate the AI landscape in 2026.

From building local RAG systems that run on your laptop to deploying enterprise-grade Voice Agents and mastering the Model Context Protocol (MCP)—this course covers it all.

Whether you are a developer, an entrepreneur, or an automation enthusiast, you will learn how to orchestrate LLMs (like DeepSeek, GPT, Claude, Gemini) to do real work for you.

What You’ll Get:

• Hands-on Projects: Build Deep Research Agents, Voice Avatars, Marketing Bots, and Lead Gen Systems & more.

• Downloadable Resources: Access ready-to-use JSON workflows, Python code repositories, and System Prompts to fast-track your implementation.

• Dual-Track Learning: Learn both the visual way (n8n, Flowise) and the coding way (Python, Next.js).

What You’ll Learn in This Course:

Foundations: LLMs, Setup & "Vibe Coding"

Start strong with the essential tools of the trade.

• Cursor Crash Course: Master the AI code editor that writes software for you ("Vibe Coding").

• AI Fundamentals: Deep dive into LLMs, Tokens, Function Calling, and "Reasoning Models" like DeepSeek R1, GPT 5.2 Thinking and OpenAI o3.

• Full Stack Setup: Install Python, pip, uv, Node.js, Git, and Docker correctly to prepare your machine for AI development.

OpenAI Agent Ecosystem & Web Apps

Build official agents using the latest OpenAI tools and OpenAI Agent SDK.

• OpenAI AgentKit & Agent Builder: Create agents with state variables, guardrails, and internet access.

• Next.js & React Integration: Build your own Chat UI (ChatKit) and deploy custom widgets to websites.

• Deep Research Agent: Build a complex agent capable of scouring the web and synthesizing reports.

Python AI Agents with Pydantic AI

Step into professional AI engineering with code.

• Pydantic AI Framework: Build type-safe, robust agents using Python.

• Gradio Interfaces: Create user-friendly web interfaces for your Python scripts.

• Code & Deploy: Learn to publish your projects on GitHub and share them with the world.

Local AI & RAG (Privacy-First)

Run AI entirely on your own hardware—no API bills, full privacy.

• Local Stack: Master Ollama, Docker, and Flowise for offline AI.

• Advanced RAG (Retrieval-Augmented Generation): Set up Postgres Vector Databases, manage embeddings, and optimize chunking strategies.

• LangChain & LangGraph: Understand the architecture behind modern AI chains.

Mastering Flowise: Visual AI Agents

Create powerful chatbots without writing code.

• API-Powered Agents: Connect LLMs to real-world tools via API integrations.

• Custom Chatbots: Build, brand, and embed RAG chatbots into WordPress and custom websites.

• Sentiment Analysis: Automate customer support routing based on user emotion.

AI Automation with n8n (Low-Code)

The heart of business automation—connect everything.

• n8n Fundamentals & SQL: Master the interface, variables, and connect to Supabase databases.

• Advanced Workflows: Build Telegram Bots, Multi-Agent Systems, and orchestrator patterns.

• Web Scraping & HTML: Turn any website content into a knowledge base for your agents.

• Self-Hosting: Learn to host n8n on your own servers to save costs.

MCP: The Model Context Protocol

Learn the hottest technology in AI integration.

• MCP Explained: Connect Claude Desktop, Cursor, and ChatGPT to your local tools and files.

• Build Custom MCP Servers: Create your own servers in Python and n8n.

• Cross-Platform Tools: Use MCP to give your agents access to Slack, GitHub, and database tools seamlessly.

Voice Agents & AI Avatars

Give your AI a voice and a face.

• LiveKit & Python: Build real-time, conversational voice agents.

• Telephony Integration: Connect Vapi and ElevenLabs to phone numbers for inbound/outbound calls (e.g., restaurant booking bots).

• AI Avatars: Create interactive visual agents that speak to users.

Generative AI & Image Automation

Automate creativity with diffusion models.

• ComfyUI Masterclass: Build complex image and video generation workflows.

• Flux, Z-Image & SDXL: Run state-of-the-art image models locally.

• Agentic Design: Trigger image generation automatically via n8n agents.

Building a Business & Security

Turn your skills into a profitable agency and stay safe.

• Agency Blueprint: How to price, package, and sell AI services to clients.

• Lead Generation: Strategies for cold outreach and social media content.

• AI Security & Law: Understand GDPR, the EU AI Act, Prompt Injection, and Jailbreaking protection.

Become an Expert in the Future of Tech!

By the end of this course, you won't just understand the theory—you will have a portfolio of working agents, a deep understanding of n8n, Python, and MCP, and the business knowledge to monetize your skills.

Sign up now and start building the future!

Who this course is for:

• Aspiring AI Engineers & Developers: If you know some Python (or want to learn it via "Vibe Coding" with Cursor) and want to master the modern AI stack—including Pydantic AI, MCP, Guardrails, and RAG—this course is your blueprint.

• Automation Experts & No-Coders: Users of Zapier or Make who are ready to level up to n8n and build autonomous AI Agents rather than just simple linear workflows.

• Entrepreneurs & Agency Owners: If you want to build and sell AI services (like Voice Agents, Support Bots, or Lead Gen Systems) to clients, this course covers the tech AND the business side (Pricing, Sales, Legal).

• Product Managers & Tech Enthusiasts: Anyone who wants to understand how LLMs, Vector Databases, and Agents truly work under the hood to prototype ideas faster using OpenAI AgentKit or Flowise.

• Privacy-Focused Users: Individuals who want to run Local AI (Ollama, DeepSeek) on their own hardware without relying on cloud APIs.

• Creative Professionals: If you want to automate content creation using ComfyUI, Image Generation, and Video AI workflows.

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