The Ethics of RAG: Data Privacy in Enterprise AI

Building a chatbot that answers questions based on company PDFs is the 'Hello World' of modern AI development. But when you index internal HR documents or financial reports into a vector database, you create new vulnerabilities. This post discusses the architectural safeguards needed when building RAG (Retrieval-Augmented Generation) systems, specifically around role-based access control (RBAC) within the context of LLM queries.