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* fix(relay): add LLM fallback chain to ais-relay classify Replace single Groq-only LLM call with provider fallback chain (Groq → OpenRouter → Ollama) matching seed-insights.mjs pattern. If Groq fails or is unavailable, classify falls through to the next configured provider automatically. * refactor(llm): consolidate provider chain to single source of truth - Fix OpenRouter model: openrouter/free → google/gemini-2.5-flash in canonical llm.ts - Migrate 4 intelligence handlers (classify-event, batch-classify, deduct-situation, get-country-intel-brief) from hardcoded Groq-only to callLlm() with full ollama → groq → openrouter fallback chain - Remove duplicate getProviderCredentials from news/v1/_shared.ts, re-export canonical - Remove orphaned GROQ_API_URL/GROQ_MODEL from intelligence/v1/_shared.ts - Reorder script provider chains (ais-relay.cjs, seed-insights.mjs) to canonical ollama → groq → openrouter order - Net -161 lines: eliminated duplicated provider logic across 9 files * fix: eliminate double JSON parse in classify-event, throw on runSeed verification failure * fix(tests): add llm module alias to country-intel-brief test fixture * fix: preserve generic LLM_API_* fallback, add retry to seed verification - Add 'generic' provider to callLlm() chain for LLM_API_URL/LLM_API_KEY/LLM_MODEL (preserves existing OpenAI-compatible endpoint contract) - Change seed verification to warn-only with 1 retry instead of fatal throw (write already succeeded, transient read failure shouldn't fail the job) - Update docs to reflect new provider fallback chain
World Monitor
Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
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Documentation · Releases · Contributing
What It Does
- 435+ curated news feeds across 15 categories, AI-synthesized into briefs
- Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with 45 data layers
- Cross-stream correlation — military, economic, disaster, and escalation signal convergence
- Country Intelligence Index — composite risk scoring across 12 signal categories
- Finance radar — 92 stock exchanges, commodities, crypto, and 7-signal market composite
- Local AI — run everything with Ollama, no API keys required
- 5 site variants from a single codebase (world, tech, finance, commodity, happy)
- Native desktop app (Tauri 2) for macOS, Windows, and Linux
- 21 languages with native-language feeds and RTL support
For the full feature list, architecture, data sources, and algorithms, see the documentation.
Quick Start
git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
npm run dev
Open localhost:5173. No environment variables required for basic operation.
For variant-specific development:
npm run dev:tech # tech.worldmonitor.app
npm run dev:finance # finance.worldmonitor.app
npm run dev:commodity # commodity.worldmonitor.app
npm run dev:happy # happy.worldmonitor.app
See the self-hosting guide for deployment options (Vercel, Docker, static).
Tech Stack
| Category | Technologies |
|---|---|
| Frontend | Vanilla TypeScript, Vite, globe.gl + Three.js, deck.gl + MapLibre GL |
| Desktop | Tauri 2 (Rust) with Node.js sidecar |
| AI/ML | Ollama / Groq / OpenRouter, Transformers.js (browser-side) |
| API Contracts | Protocol Buffers (92 protos, 22 services), sebuf HTTP annotations |
| Deployment | Vercel Edge Functions (60+), Railway relay, Tauri, PWA |
| Caching | Redis (Upstash), 3-tier cache, CDN, service worker |
Full stack details in the architecture docs.
Contributing
Contributions welcome! See CONTRIBUTING.md for guidelines.
npm run typecheck # Type checking
npm run build:full # Production build
License
AGPL-3.0 for non-commercial use. Commercial license required for any commercial use.
| Use Case | Allowed? |
|---|---|
| Personal / research / educational | Yes |
| Self-hosted (non-commercial) | Yes, with attribution |
| Fork and modify (non-commercial) | Yes, share source under AGPL-3.0 |
| Commercial use / SaaS / rebranding | Requires commercial license |
See LICENSE for full terms. For commercial licensing, contact the maintainer.
Copyright (C) 2024-2026 Elie Habib. All rights reserved.
Author
Elie Habib — GitHub
Contributors
Security Acknowledgments
We thank the following researchers for responsibly disclosing security issues:
- Cody Richard — Disclosed three security findings covering IPC command exposure, renderer-to-sidecar trust boundary analysis, and fetch patch credential injection architecture (2026)
See our Security Policy for responsible disclosure guidelines.
worldmonitor.app · docs.worldmonitor.app · finance.worldmonitor.app · commodity.worldmonitor.app