Home > AI Solutions > Gen AI > White Papers > Dell Scalable Architecture for Retrieval-Augmented Generation (RAG) with NVIDIA Microservices > Solution approach
Kubernetes is an open-source container orchestration platform that offers several compelling reasons for enterprise adoption. It has simplified deployment and scaling, improved resource utilization, allowed fault tolerance, self-healing, service discovery, and load balancing, and provided application portability to avoid vendor lock-in. These benefits lay the groundwork for a robust deployment strategy, ensuring that the technical requirements of NVIDIA RAG applications are met with efficiency and scalability at the forefront.