src/llmguardian/dashboard/README.md

LLMGuardian Dashboard

A web-based monitoring and control interface for LLMGuardian security features, built with Streamlit.

Features

• Real-time security monitoring
• Privacy violation tracking
• Vector security analysis
• System usage statistics
• Configuration management

Installation

pip install -r requirements/dashboard.txt

Quick Start

python -m llmguardian.dashboard.app

Visit http://localhost:8501 in your browser.

Components

Overview Page

• Security metrics
• Recent alerts
• Usage trends
• System health status

Privacy Monitor

• Real-time privacy violations
• Category-based analysis
• Rule management
• Compliance tracking

Vector Security

• Anomaly detection
• Cluster visualization
• Vector scanning
• Threat analysis

Usage Statistics

• Resource monitoring
• Request tracking
• Performance metrics
• Historical data

Settings

• Security configuration
• Privacy rules
• Monitoring parameters
• System preferences

Configuration

# config/dashboard_config.yaml
server:
  port: 8501
  host: "0.0.0.0"

monitoring:
  refresh_rate: 60  # seconds
  alert_threshold: 0.8
  retention_period: 7  # days

Docker Support

docker build -t llmguardian-dashboard .
docker run -p 8501:8501 llmguardian-dashboard

Security

• Authentication required
• HTTPS support
• Role-based access
• Audit logging

API Integration

from llmguardian.dashboard import LLMGuardianDashboard

dashboard = LLMGuardianDashboard()
dashboard.run()