Current state. Public README documents a demo-vs-full-mode split, offline fallback path, and explicit non-production framing for CUDA documentation question answering.
Context
The repository presents a citation-first CUDA documentation demo with explicit separation between a default demo path and a fuller mode. That split is the safest way to present it publicly right now.
Problem
RAG demos become hard to trust when they imply benchmarked production behavior without matching evidence.
Approach
This project card centers the grounded-answer framing, the mode split, and the README’s explicit limitations instead of inflating the system into a general production assistant.
Outcome / current state
The project is in development and currently shown as a concise launch card rather than a full case study.