Software Architecture

Software Architecture

This project integrates Java and Python to create a seamless control and analysis interface.

☕ Java Desktop Application

The User Interface is built with Java 23.

• WebViewer Component: Connects to ThingsBoard (port 8080) via HTTP. It renders the dashboard exactly like a standard browser.
• Console Component: Acts as a bridge to the "Python AI Analyzer".
• Features:
  • Direct browser access button.
  • Theme switcher (Light/Dark).
  • Console toggle (Hide/Show).

🐍 Python AI Analyzer

The intelligence of the system is powered by a local Large Language Model.

Workflow

1. Data Retrieval: The script asks for the Device ID and fetches historical data from the ThingsBoard database.
2. User Input: The user selects metrics and time lapse for analysis.
3. AI Processing:
   • The script connects to the local Ollama instance.
   • It sends a prompt containing the data to Mistral:7b.
   • It asks for specific key aspects (efficiency trends, anomalies).
4. Output: The LLM's analysis is returned and displayed on the Java Console.