DipraBan21/iot-rag-smart-building

IoT Sensor Data RAG for Smart Buildings 🏢

Predictive maintenance, anomaly detection, and retrieval-augmented guidance over building manuals & specifications.

🚀 Features

• —Live sensor stream (simulator; pluggable to MQTT later)
• —RAG over manuals & building specs (all-MiniLM-L6-v2 + Chroma)
• —Predictive failure risk (RandomForest model)
• —Anomaly alerts (rule-based; extendable to IsolationForest)
• —Streamlit UI with tabs for:
• —Sensors
• —RAG
• —Predictive Models

📦 Quickstart

# Install dependencies
pip install -r requirements.txt

# Run the app
streamlit run app.py