Home > Workload Solutions > Data Analytics > White Papers > Multimodal RAG Chatbot Powered by Dell Data Lakehouse > Connection to Dell Data Analytics Engine and VectorDB
We have integrated the chat UI with a DDAE and a Vector Database. This setup allows the chatbot to access structured data, execute SQL queries, and retrieve relevant embeddings from the VectorDB to provide accurate and contextually rich responses.