Home > AI Solutions > Gen AI > White Papers > Dell Scalable Architecture for Retrieval-Augmented Generation (RAG) with NVIDIA Microservices > Introduction
In the era of rapid digital transformation, the demand for sophisticated AI solutions in data centers with robust hardware infrastructure is undeniable. As companies constantly venture into AI technologies capable of processing and interacting with vast volumes of domain-specific data in a manner akin to human cognition, the choice of hardware becomes pivotal. This recognition guides the exploration of NVIDIA's Retrieval-Augmented Generation (RAG) framework, an innovative solution designed to enhance the accuracy and reliability of AI interactions. Now, with NVIDIA AI Enterprise and Dell Technologies products, the complemented RAG framework signifies a leap forward in revolutionizing AI interactions with on-premises Large Language Models (LLM) deployment capabilities from desktop to cloud or data center. It paves the way toward more sophisticated and personalized AI applications that are more accurate, context-aware, and reliable. This partnership between NVIDIA and Dell Technologies highlights a fundamental industry truth: software can only reach its full potential when paired with powerful hardware—a domain where Dell Technologies excels.