Moving beyond simple chatbots requires a deep understanding of how to architect secure, scalable, and autonomous AI systems. This hands-on workshop transforms developers into AI architects. We will start by deconstructing the mechanics of Vectors and Embeddings, move into building RAG pipelines, and then evolve our systems into autonomous Agents using the Model Context Protocol (MCP).

Crucially, we will cover the "Day 2" operations of AI: implementing Security Guardrails to prevent prompt injection and data leakage, and adhering to Enterprise Best Practices for production deployment.

Module 1: The Physics of AI – Vectors & Embeddings
Module 2: Advanced RAG (Retrieval-Augmented Generation)
Module 3: Tools & The Model Context Protocol (MCP)
Module 4: From Chatbots to Agents
Module 5: Security & Guardrails
Module 6: Enterprise Best Practices & Production