mtlm-router / catalog / civic
civic@0.2.1 · 14 routes
Routes citizen reports — potholes, graffiti, missed bins, street lighting — into a municipal action taxonomy with abstention on out-of-scope requests.
holdout 86.6% (n=941) · floor conf≥0.5 · qhat 0.95 · oos recall 97%
Free demo endpoint, no signup. Same call your agent would make.
animals, drains_flooding, fly_tipping, graffiti_flyposting, oos, other, parking_vehicles, parks_green, pavement_footpath, pothole, signs_signals_markings, street_cleaning_waste, street_lighting, trees_vegetation
Synthetic corpus; live-verified. English counterpart of civic_fr.
python3 tools/lane_install.py civic@0.2.1 --apply --appliance .
sha256: e9a656ff92a549d25c11f21e… · Apache-2.0 · download lanepack
A private lane on your taxonomy — trained, calibrated, exclusive. €149 / domain, 3 business days.
Get a lane like this pricing →generated by tools/render_lanes.py · source: index.json