ContRAG is a plug-and-play RAG engine that transforms your databases into intelligent, personalized AI experiences. By introspecting relational graphs from SQL and Mongo, it builds live context from both DB schemas and external APIs. Beyond retrieval, it captures user preferences from chat, stores them in structured form, and reuses them for personalization—giving you reverse-writing capabilities alongside real-time RAG. With just your base resources, ContRAG delivers context-aware, user-tailored conversations at scale.