NVIDIA AI Blueprints are customizable reference workflows for building generative AI pipelines. Developers can use NVIDIA AI Blueprints to build multimodal RAG pipelines. The RAG Blueprint is built on NVIDIA NeMo Retriever models for continuously indexing multimodal documents for fast and accurate semantic search at enterprise scale. The VSS Blueprint ingests massive volumes of streaming or archival video for search, summarization, interactive Q&A, and event-trigger actions such as alerting.
Make Sense of Video Analytics by Integrating NVIDIA AI Blueprints | NVIDIA Technical Blog…properties (textureless, glossy, tiny) and scenes with fast motion or severe occlusions. Depth Estimation FoundationStereo is a foundation model designed to achieve strong zero-shot generalization for stereo matching. Object Detection SyntheticaDETR…
…How does AI improve robotics?"]) doc_embeddings = model.encode_documents(texts=documents) After initial retrieval, the llama-nemotron-rerank-vl-1b-v2 model reranks the results using both text and images to…
…ASR), text-to-speech (TTS), speech-to-speech (S2S), full-duplex, and neural machine translation (NMT) for agentic AI applications Nemotron Speech models with the NVIDIA Riva GPU-accelerated speech AI library…
…From perception to action Vision AI workloads move far more data than text-based services, often generating terabits per second of concurrent video traffic at city scale. To make that practical, AI…
…End-to-End Surgical Video NVIDIA Holoscan’s Surgical Video Workflow enables rapid, low-latency processing of surgical video feeds with advanced AI models for tool detection and segmentation. With a modular…
…Vision language models VLMs extend the transformer architecture popularized by large language models (LLMs) to accept both text and image input. VLMs can be finetuned to caption, detect, and segment objects, and…
…Prior to joining NVIDIA, he led the Algorithms Research team at Duo, led research on using machine learning models to detect malicious software, scripts, and web content at Sophos AI, and worked…
…This approach complements other NVIDIA financial AI workflows, including the NVIDIA AI Blueprint for financial fraud detection using graph neural networks (GNNs). GNNs capture relationships across connected entities such as accounts, merchants…
…A multimodal AI agent processes and synthesizes multiple input modes—such as visual data (XR headset feeds, for example), speech, text, or sensor streams—to make context-aware decisions and generate natural…
Agentic AI / Generative AI Create a LangChain Deep Agents Harness Profile for NVIDIA Nemotron 3 Ultra to Improve Performance Learn how to use harness engineering to improve agent accuracy without fine-tuning…