flood-ready
Offline-first disaster response PWA with on-device AI (GIGA-119 / Qwen2.5 via WebGPU) for Yala Province, Thailand
About This Work
Flood Ready is a hyper-localized, offline-first emergency response PWA built for the Yala region (Thailand). It combines Cognitive Engineering , True On-Device AI (Qwen2.5 1.5B via WebLLM/WebGPU), the GAIA-119 intent-based AI persona , and QR-P2P device-to-device communication to maximize survival rates when cell to...
Repository Overview
Flood Ready is a hyper-localized, offline-first emergency response PWA built for the Yala region (Thailand). It combines Cognitive Engineering , True On-Device AI (Qwen2.5 1.5B via WebLLM/WebGPU), the GAIA-119 intent-based AI persona , and QR-P2P device-to-device communication to maximize survival rates when cell to...
README Core
"A True Offline-First, On-Device AI Disaster Survival Application"
Flood Ready home screen showing live flood risk, forecast windows, immediate actions, and direct access to GAIA-119.
Use & Documentation
Detailed installation, commands, examples, and deeper usage notes live in the repository README and docs.
README Map
- Product Preview
- Demo
- Core Philosophy: "Verification & Survival"
- Key Features
- GAIA-119 On-Device Emergency AI (Streaming)
- True Offline-First AI Architecture
Key Signals
- SOS Beacon : Encodes situation text + GPS coordinates + household/medical profile into a QR code. Show the screen to anyone with a camera.
- Hub Status : Encodes a registered safe hub (name, coordinates, status, services). Anyone who scans it adds the hub to their local map instantly.
- Relay Chain : After scanning a received QR, one tap re-wraps it as a relay payload (hop+1). Creates a "telephone chain" that propagates data across completely offline phones. Capped at 5 hops.
- SOS is compact and fast : short message, optional GPS, household tag, medical-needs flag.
- Hub QR is operational data : name, coordinates, status, services, hub type.
Announcements
synced Jun 04, 2026