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

<div>Stop watching AI happen. Start building it.</div><div><br></div><div>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?</div><div><br></div><div>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.</div><div><br></div><div>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.</div><div><br></div><div>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.</div><div><br></div><div>What You’ll Get:</div><div><ul><li><span style="font-size: 1rem;">Hands-on Projects: Build Deep Research Agents, Voice Avatars, Marketing Bots, and Lead Gen Systems &amp; more.</span></li><li><span style="font-size: 1rem;">Downloadable Resources: Access ready-to-use JSON workflows, Python code repositories, and System Prompts to fast-track your implementation.</span></li><li><span style="font-size: 1rem;">Dual-Track Learning: Learn both the visual way (n8n, Flowise) and the coding way (Python, Next.js).</span></li></ul></div><div><span style="font-size: 1rem;">What You’ll Learn in This Course:</span></div><div><span style="font-size: 1rem;">Foundations: LLMs, Setup &amp; "Vibe Coding"</span></div><div><span style="font-size: 1rem;">Start strong with the essential tools of the trade.</span></div><div><ul><li>Cursor Crash Course: Master the AI code editor that writes software for you ("Vibe Coding").</li><li><span style="font-size: 1rem;">AI Fundamentals: Deep dive into LLMs, Tokens, Function Calling, and "Reasoning Models" like DeepSeek R1, GPT 5.2 Thinking and OpenAI o3.</span></li><li><span style="font-size: 1rem;">Full Stack Setup: Install Python, pip, uv, Node.js, Git, and Docker correctly to prepare your machine for AI development.</span></li></ul></div><div><span style="font-size: 1rem;">OpenAI Agent Ecosystem &amp; Web Apps</span></div><div><span style="font-size: 1rem;">Build official agents using the latest OpenAI tools and OpenAI Agent SDK.</span></div><div><ul><li><span style="font-size: 1rem;">OpenAI AgentKit &amp; Agent Builder: Create agents with state variables, guardrails, and internet access.</span></li><li><span style="font-size: 1rem;">Next.js &amp; React Integration: Build your own Chat UI (ChatKit) and deploy custom widgets to websites.</span></li><li><span style="font-size: 1rem;">Deep Research Agent: Build a complex agent capable of scouring the web and synthesizing reports.</span></li></ul></div><div><span style="font-size: 1rem;">Python AI Agents with Pydantic AI</span></div><div><span style="font-size: 1rem;">Step into professional AI engineering with code.</span></div><div><ul><li>Pydantic AI Framework: Build type-safe, robust agents using Python.</li><li><span style="font-size: 1rem;">Gradio Interfaces: Create user-friendly web interfaces for your Python scripts.</span></li><li><span style="font-size: 1rem;">Code &amp; Deploy: Learn to publish your projects on GitHub and share them with the world.</span></li></ul></div><div><span style="font-size: 1rem;">Local AI &amp; RAG (Privacy-First)</span></div><div><span style="font-size: 1rem;">Run AI entirely on your own hardware—no API bills, full privacy.</span></div><div><ul><li><span style="font-size: 1rem;">Local Stack: Master Ollama, Docker, and Flowise for offline AI.</span></li><li><span style="font-size: 1rem;">Advanced RAG (Retrieval-Augmented Generation): Set up Postgres Vector Databases, manage embeddings, and optimize chunking strategies.</span></li><li><span style="font-size: 1rem;">LangChain &amp; LangGraph: Understand the architecture behind modern AI chains.</span></li></ul></div><div><span style="font-size: 1rem;">Mastering Flowise: Visual AI Agents</span></div><div><span style="font-size: 1rem;">Create powerful chatbots without writing code.</span></div><div><ul><li>API-Powered Agents: Connect LLMs to real-world tools via API integrations.</li><li><span style="font-size: 1rem;">Custom Chatbots: Build, brand, and embed RAG chatbots into WordPress and custom websites.</span></li><li><span style="font-size: 1rem;">Sentiment Analysis: Automate customer support routing based on user emotion.</span></li></ul></div><div><span style="font-size: 1rem;">AI Automation with n8n (Low-Code)</span></div><div><span style="font-size: 1rem;">The heart of business automation—connect everything.</span></div><div><ul><li><span style="font-size: 1rem;">n8n Fundamentals &amp; SQL: Master the interface, variables, and connect to Supabase databases.</span></li><li><span style="font-size: 1rem;">Advanced Workflows: Build Telegram Bots, Multi-Agent Systems, and orchestrator patterns.</span></li><li><span style="font-size: 1rem;">Web Scraping &amp; HTML: Turn any website content into a knowledge base for your agents.</span></li><li><span style="font-size: 1rem;">Self-Hosting: Learn to host n8n on your own servers to save costs.</span></li></ul></div><div><span style="font-size: 1rem;">MCP: The Model Context Protocol</span></div><div><span style="font-size: 1rem;">Learn the hottest technology in AI integration.</span></div><div><ul><li><span style="font-size: 1rem;">MCP Explained: Connect Claude Desktop, Cursor, and ChatGPT to your local tools and files.</span></li><li><span style="font-size: 1rem;">Build Custom MCP Servers: Create your own servers in Python and n8n.</span></li><li><span style="font-size: 1rem;">Cross-Platform Tools: Use MCP to give your agents access to Slack, GitHub, and database tools seamlessly.</span></li></ul></div><div><span style="font-size: 1rem;">Voice Agents &amp; AI Avatars</span></div><div><span style="font-size: 1rem;">Give your AI a voice and a face.</span></div><div><ul><li><span style="font-size: 1rem;">LiveKit &amp; Python: Build real-time, conversational voice agents.</span></li><li><span style="font-size: 1rem;">Telephony Integration: Connect Vapi and ElevenLabs to phone numbers for inbound/outbound calls (e.g., restaurant booking bots).</span></li><li><span style="font-size: 1rem;">AI Avatars: Create interactive visual agents that speak to users.</span></li></ul></div><div><span style="font-size: 1rem;">Generative AI &amp; Image Automation</span></div><div><span style="font-size: 1rem;">Automate creativity with diffusion models.</span></div><div><ul><li><span style="font-size: 1rem;">ComfyUI Masterclass: Build complex image and video generation workflows.</span></li><li><span style="font-size: 1rem;">Flux, Z-Image &amp; SDXL: Run state-of-the-art image models locally.</span></li><li><span style="font-size: 1rem;">Agentic Design: Trigger image generation automatically via n8n agents.</span></li></ul></div><div><span style="font-size: 1rem;">Building a Business &amp; Security</span></div><div><span style="font-size: 1rem;">Turn your skills into a profitable agency and stay safe.</span></div><div><ul><li><span style="font-size: 1rem;">Agency Blueprint: How to price, package, and sell AI services to clients.</span></li><li><span style="font-size: 1rem;">Lead Generation: Strategies for cold outreach and social media content.</span></li><li><span style="font-size: 1rem;">AI Security &amp; Law: Understand GDPR, the EU AI Act, Prompt Injection, and Jailbreaking protection.</span></li></ul></div><div><span style="font-size: 1rem;">Become an Expert in the Future of Tech!</span></div><div><br></div><div>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.</div><div><br></div><div>Sign up now and start building the future!</div>

What you'll learn:

• Master AI Engineering & "Vibe Coding": Use Cursor, Python, Node.js, Git & GitHub to build software fast.
• Build Python AI Agents: Master Pydantic AI, Gradio Interfaces, Guardrails & Eval-Frameworks.
• Create OpenAI Agents: Use the OpenAI AgentKit, Agent Builder & integrate ChatKit into Next.js & React Apps.
• Develop Deep Research Agents: Build autonomous agents that search the web and synthesize complex reports.
• Master the MCP (Model Context Protocol): Connect Claude Desktop, Cursor & Antigravity with local files & tools.
• Build Custom MCP Servers: Create your own MCP tools using Python and n8n to control external APIs.
• Automate with n8n (Low-Code): Master Webhooks, HTTP Requests, Code Nodes, Merges, If Node, Loops & Error Handling.
• Advanced n8n Workflows: Build Multi-Agent Systems, Orchestrators, Telegram Bots & Self-Host n8n.
• Integrate Databases & SQL: Connect Supabase, Pinecone, Postgres & Vector Databases to your AI Agents.
• Local AI & Privacy: Run Ollama, DeepSeek, Qwen, Kimi, zAI & Llama models locally with Docker & Flowise.
• Master RAG (Retrieval-Augmented Generation): optimize Embeddings, Chunking, Tok-K, Temperature, Top-P Markdown & Vector Search.
• Build Visual Agents with Flowise: Create LangChain & LangGraph agents without coding & host them on Render.
• Develop Voice Agents: Build Real-Time AI Voice Assistants with Python, LiveKit, Vapi & ElevenLabs.
• Generative AI & Diffusion: Automate ComfyUI, Flux, Z-Image & SDXL for Image & Video Generation via n8n.
• Explore Agentic Frameworks: Understand AutoGen, CrewAI, Semantic Kernel, Open WebUI & Microsoft’s AI Stack.
• Build an AI Agency: Learn Pricing, Lead Generation, Sales Strategy & Niche Finding for AI Services.
• AI Security & Law: Master GDPR, EU AI Act Compliance, prevent Prompt Injection, Jailbreaks & Data Poisoning.
• Deploy & Host: Publish to GitHub, Host on Render, Deploy Next.js Apps & Manage Docker Containers.
• Master AI Web Development & Build Custom AI Frontends: Deploy custom AI Chatbots using Next.js, React, TypeScript, Vite & Tailwind CSS directly into websites