rag integration

The tag 'rag integration' on WindowsForum.com covers retrieval-augmented generation (RAG) as a core component of enterprise AI infrastructure. Content discusses how Microsoft and NVIDIA are embedding RAG directly into database systems, enabling GPU-accelerated data retrieval for AI agents. Topics include Azure VM families optimized for RAG workloads, integration with NVIDIA NeMo for agent orchestration, and the shift from AI as a standalone feature to infrastructure-level capability. Discussions focus on technical implementation details, hardware requirements, and the role of RAG in connecting enterprise data with large language models for secure, scalable AI deployments.