Survival LLM
A free AI assistant and survival library (1.5 million offline articles) that runs on your own computer, with no internet. Shows the source of every answer. Mac and Windows.
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Jaga is a non-profit flood early-warning and emergency-response web app for four provinces in southern Thailand: Pattani, Yala, Narathiwat and Songkhla. The name is Malay for "watch over, take care of", as in jaga diri, jaga jiran: take care of yourself, take care of your neighbours.
It helps people:
• see their flood risk and the current alert for their area,
• find the safest places nearby and when to move,
• report flooding and send an SOS,
and helps rescue teams and volunteer admins coordinate without duplicating effort.檢視完整 README ↗Jaga is a non-profit flood early-warning and emergency-response web app for four provinces in southern Thailand: Pattani, Yala, Narathiwat and Songkhla. The name is Malay for "watch over, take care of", as in jaga diri, jaga jiran: take care of yourself, take care of your neighbours.
It helps people:
and helps rescue teams and volunteer admins coordinate without duplicating effort.
Status: in development for the 2026 flood season (target go-live 25 October 2026). Not yet in service. In an emergency in Thailand, call 1784 (disaster prevention) or 1669 (medical).
This is life-safety software. A few rules shape every part of it:
The full list is in CLAUDE.md; the functional spec is in docs/spec.md.
| Path | Contents |
|---|---|
docs/ | Functional spec, science plan, brand guide, build plan and decision log |
pipeline/ | Python science pipeline (gauge archive, flood mapping, safe-place ranking, thresholds) |
public/brand/, public/icons/ | Logo and app icons (not covered by the code license, see below) |
.github/workflows/ | Tests and scheduled data collection |
The web app (Next.js + Supabase) is being added in phases; see docs/prompts.md. The gauge data archive is kept in a separate private repository.
See SETUP.md for a fresh Windows machine. For the pipeline alone:
cd pipeline
uv sync
uv run pytest
Gauge and rain data: ThaiWater public API, Hydro-Informatics Institute (HII), Thailand. Further open datasets (Sentinel-1, FABDEM, GSMaP, Open-Meteo/GloFAS, OpenStreetMap) are listed with their uses in docs/science-plan.md. Each source's own terms apply to its data.
The code and documentation are licensed under the Apache License 2.0. See also NOTICE.
The Apache License covers the code, not the brand. The Jaga name, the จากา wordmark, and the logo and icon files in public/brand/ and public/icons/ are not licensed for reuse. If you fork this project to run your own service, please use a different name and logo so people are never confused about who is issuing an alert.
Please don't report vulnerabilities in public issues. See SECURITY.md.
Project email: [email protected]