Nemotron 3 Super itself is text-only, but NVIDIA provides Llama Nemotron Embed VL and Llama Nemotron Rerank VL for vision-language tasks, enabling multimodal RAG with Zilliz Cloud.
Embed VL generates unified embeddings from text and images, which Zilliz Cloud stores and indexes for fast similarity search. Rerank VL scores multimodal results, improving retrieval quality. This combination enables enterprise applications like document search with visual diagrams, image-based support tickets finding text documentation, or video-enhanced training systems.
Zilliz Cloud handles the scale and reliability requirements for multimodal applications: storing millions of multimodal embeddings, serving concurrent queries from your organization, and maintaining consistency across embeddings from different modalities. With multimodal RAG patterns, enterprises can build applications that treat text, images, and video uniformly, retrieving the most relevant content across modalities. This is transformative for customer service (handling both text tickets and screenshot uploads), content management (finding items by any modality), and knowledge management systems.