58ca4e68db
- Go backend API with full CRUD for all modules (CRM, Sales, Finance, HR, Legal, Marketing, Support, Purchase, Inventory, Projects, Automation, Analytics) - Rust analytics service with parallel report generation - C runtime with POSIX shared memory IPC - PostgreSQL schema with 30+ tables, full migrations - Redis cache, sessions, pub/sub - Kafka event streaming with Zookeeper - WebSocket hub for real-time updates - Automation engine with cron jobs, workflows, event triggers - JWT authentication, multi-tenant from start - Docker Compose with all services - Nginx reverse proxy with rate limiting - Integration tests passing - Feature gap analysis against Fortnox/Odoo/Visma Refs: BOC-001
1.7 KiB
1.7 KiB
VIMS Core — Visual Infrastructure Monitoring System
Generiskt ramverk för AI-driven avvikelseigenkänning per artikel/ämne.
Koncept
Varje Landvex-artikel representerar ett övervakningsområde. Varje område får:
- Egen databas med anpassat schema
- Egen AI-modell (YOLOv8-baserad)
- Egen API-endpoint (
/api/{topic}/predict) - Egen dashboard för visualisering
Struktur
vims-core/
├── core/ # Delad kärna
│ ├── base_detector.py # Bas-klass för alla detektorer
│ ├── database.py # DB-hantering (SQLite/Postgres)
│ ├── api_base.py # FastAPI bas-router
│ └── dashboard_base.py # HTML/JS dashboard-template
├── instances/ # En instans per artikel/ämne
│ ├── atm-monitoring/ # ATM-avvikelser
│ ├── bridge-inspection/ # Bro-inspektion
│ ├── street-lighting/ # Gatubelysning
│ ├── retail-analytics/ # Butiks-analys
│ └── ... # Fler efter behov
├── models/ # Tränade modeller
├── data/ # Träningsdata per ämne
└── docs/
Skapa ny instans
python scripts/create_instance.py \
--name "street-lighting" \
--display-name "Street Lighting Monitoring" \
--classes "pole_damage,light_out,vegetation_obstruction,vandalism" \
--article-url "/insights/evidence-driven-municipal-maintenance/"
Detta skapar:
instances/street-lighting/- Databas-tabeller
- API-routes
- Dashboard-template
- Placeholder-modell
Kör allt
docker-compose up
Startar:
- API-gateway (FastAPI) på port 8000
- En process per instans
- Delad PostgreSQL
- Redis för caching
- Nginx för routing