LogSense AI

Local log analysis and live Android monitoring. No cloud, no API calls, no accounts.

The AI in the name refers to rule-based triage and pattern inference, not a language model.

What it does

• Parses .log, .txt, .xml, and .evtx files up to 64MB
• Reads Windows .evtx binary files directly, maps Security, System, Sysmon, Defender, AppLocker, PowerShell, RDP, and BitLocker events
• Severity classification with pattern matching and confidence scoring
• Adjustable threshold: Strict, Normal, Relaxed
• Live Android logcat monitoring via ADB
• Real-time triage with hover summaries and detail inspector
• Session activity chart in the inspector panel
• Export as TXT, CSV, or JSON
• Dark and light mode, fully offline

Setup

Linux and macOS

git clone https://github.com/gaisma22/LogSense-AI.git
cd LogSense-AI
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
python app.py

Windows - use Command Prompt, not PowerShell

git clone https://github.com/gaisma22/LogSense-AI.git
cd LogSense-AI
python -m venv venv
venv\Scripts\activate
pip install -r requirements.txt
python app.py

Android monitoring

Install ADB:

• Linux: sudo apt install adb
• macOS: brew install android-platform-tools
• Windows: download Platform Tools from the Android developer site and add to PATH

Enable USB debugging, connect via USB, tap Allow when prompted, then click Check Device on the home page.

License

MIT