Major UI/UX Upgrades to the MatPortal AI Assistant
The MatPortal contextual AI Assistant has received significant updates, including interactive copy buttons for code snippets, a non-obstructive drawer layout, and comprehensive tutorial guides.
The MatPortal contextual AI Assistant has received significant updates, including interactive copy buttons for code snippets, a non-obstructive drawer layout, and comprehensive tutorial guides.
Users can now request early access to experimental features directly from their Account page. A new Intelligent Systems dashboard helps admins manage these requests.
We have upgraded the underlying Kubernetes infrastructure with a more resilient Netmaker WireGuard mesh, improving the stability of pod-to-pod communications across nodes.
We have upgraded MatPortal's backend with a dense vector retrieval engine and GraphRAG, allowing the assistant to traverse ontology hierarchies for highly accurate domain context.
MatPortal's Virtuoso triplestore and Mobi policy caches have been optimized for faster query resolution and snappier UI loads across the platform.
We've established an automated pipeline for fine-tuning open-weight Large Language Models (LLMs) specifically for materials science workflows on our GPU infrastructure.