Citation-grounded retrieval over open engineering literature

Connecting…

Answers carry inline citations to the exact source passage, and every response is checked for grounded values, units and attributions before it is shown. An answer that fails that check is withheld rather than displayed.

Public demo over 19 open-access papers, generating with a hosted model — so answers may differ from the local gemma3:4b configuration the published results were measured on. Anonymous usage is logged for research and development — which model ran, what the verification gate decided, how long it took, and which papers were cited. Your questions are not recorded.