Deploying AI at the edge makes local public service tools practical and accessible. PreVillage connects citizens in Nepal to government services over WhatsApp. Powered by Gemma via llama.cpp on a Raspberry Pi, it cleans raw speech transcripts, reasons through user intent, and retrieves verified public sources directly on-device. Congrats on the llama.cpp prize winner for the Gemma 4 Good Hackathon!