Agentic AI Full‑Stack Masterclass: RAG, MCP & AI Agents

The Agentic AI Full-Stack Masterclass represents a comprehensive guide for developers looking to move beyond simple chatbot APIs and build fully autonomous, production-grade AI systems. Led by creator Nikhil Agarwal, this masterclass focuses on the intersection of modern full-stack development and cutting-edge artificial intelligence, utilizing a robust stack that includes Angular, Node.js, Express, and leading LLM architectures from OpenAI and Google Gemini. Participants will dive deep into the Model Context Protocol (MCP), learning how to design and deploy custom MCP servers that grant large language models real-world tool execution capabilities. The curriculum thoroughly addresses Retrieval-Augmented Generation (RAG), guiding learners through embedding generation, semantic vector searches with databases like ChromaDB and pgVector, and manual cosine similarity implementations. By building a complete streaming chat interface in Angular, developers learn how to handle real-time data flow, render Markdown, and display intermediate tool execution outputs. This course is ideal for full-stack software engineers, system architects, and AI enthusiasts who want to master practical, end-to-end AI agent deployment rather than just theoretical concepts.