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flood-ready

Offline-first disaster response PWA with on-device AI (GIGA-119 / Qwen2.5 via WebGPU) for Yala Province, Thailand

GitHub RepositoryREADMEDocsLive Link

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 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 towers, power, and internet all fail simultaneously.

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.

Open READMEOpen 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 Mar 13, 2026

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