Home > AI Solutions > Gen AI > White Papers > Dell Scalable Architecture for Retrieval-Augmented Generation (RAG) with NVIDIA Microservices > Solution approach
The successful deployment of NVIDIA RAG on Dell Technologies' infrastructure requires a strategic approach that carefully balances hardware and software considerations to achieve optimal performance, scalability, and efficiency. A critical aspect of this deployment involves the management of containerized workloads and services, for which we leverage Kubernetes—an open-source platform renowned for its portability, extensibility, and comprehensive support for declarative configurations and automation.