It is one thing to build a chatbot in a Jupyter notebook. It is another thing entirely to architect and deploy a secure, scalable, and reliable AI service. This is how we built the YUX Academy AI Assistant from a simple prototype to a production-ready Retrieval Augmented Generation (RAG) system on Google Cloud, designed to leverage the academy’s rich but scattered internal knowledge base.

The Problem

Introduction