Inspiration
What it does
How I built it
Challenges I ran into
Accomplishments that I'm proud of
What I learned
What's next for EdgeBrain
What it does
EdgeBrain is a comprehensive open-source edge AI platform that brings intelligence to the edge.
- 11 Simulated IoT Devices across 3 rooms with realistic patterns
- Multi-Agent AI System with Data Agent, Decision Agent, and Action Agent pipeline
- 3 Decision Strategies with anomaly detection (Z-Score, IQR, Gradient voting)
- Predictive Analytics with linear regression forecasting
- Real-Time React Dashboard with 5 pages of live visualizations
- MQTT + WebSocket communication stack
- Docker Compose with 6 services
How I built it
Python FastAPI backend, React frontend, PostgreSQL, Redis, Mosquitto MQTT, NumPy/SciPy for AI math, Docker Compose for orchestration.
What's next
Distributed edge computing, TimescaleDB integration, Grafana dashboards, plugin marketplace.
Built With
- ai
- docker
- edge-computing
- fastapi
- iot
- mqtt
- postgresql
- python
- react
- redis
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