March 24, 2025Is Your Chatbot Secure?
Retrieval-augmented generation (RAG) is currently the standard architecture to build AI chatbots. But it has one limitation that can lead to potentially disastrous consequences in the enterprise: the inability to provide role-based access control and information security. To make sure that sensitive or restricted information is not accidentally retrieved, it is very important to restrict information from going into a query’s context based on the user’s overall permission and sensitivity of the information. By integrating Realm’s secure connectors with ApertureDB’s graph-vector database engine, we deliver a scalable, real-time access control system ready for enterprise workloads.
