Citation-grounded retrieval over open engineering literature

Connecting…
memory local model

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.