NVIDIA is partnering with the University of Wisconsin-Madison to bring GPU-accelerated analytics to DuckDB through the open-source Sirius engine. DuckDB has... NVIDIA is partnering with...
Reducing CUDA Binary Size to Distribute cuML on PyPI
Starting with the 25.10 release, pip-installable cuML wheels can now be downloaded directly from PyPI. No more complex installation steps or managing Conda... Source
How to Train Scientific Agents with Reinforcement Learning
The scientific process can be repetitive and tedious, with researchers spending hours digging through papers, managing experiment workflows, or wrangling... The scientific process can be...
Inside NVIDIA Nemotron 3: Techniques, Tools, and Data That Make It Efficient and Accurate
Agentic AI systems increasingly rely on collections of cooperating agents—retrievers, planners, tool executors, verifiers—working together across large... Agentic AI systems increasingly rely on collections of...
Enabling Horizontal Autoscaling of Enterprise RAG Components on Kubernetes
Today’s best AI agents rely on retrieval-augmented generation (RAG) to enable more accurate results. A RAG system facilitates the use of a knowledge base to......