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LogiIQ

Project description

LogiIQ CLI Tool v1.5.0

LogiIQ is an advanced automated log analysis client with AI-powered threat detection, dynamic monitoring capabilities, and enhanced security features.

🚀 New in v1.5.0

  • Real-time CLI Status Updates: CLI tool now properly updates user status to active/inactive on the frontend dashboard
  • Enhanced Authentication Flow: Improved credential loading and username configuration for better status tracking
  • Automatic Status Management: CLI status automatically updates when monitoring starts and stops
  • Better Dashboard Integration: Frontend dashboard shows real-time CLI status with visual indicators
  • Improved Error Handling: Enhanced error handling for authentication and status update failures

🔧 Previous Features (v1.4.0)

  • Critical Bug Fix: Fixed Pre-RAG classifier issue that was causing all logs to be classified as threats
  • Model Quality Validation: Automatic detection and fallback when ML models perform poorly
  • Improved Accuracy: Dramatically reduced false positive rate in threat detection
  • Better Performance: Enhanced classification speed and reliability
  • Robust Error Handling: More reliable system with better fallback mechanisms

🔧 Previous Features (v1.3.0)

  • Enhanced Threat Detection: Improved ML models with better accuracy and performance
  • Advanced Thread Modeling: Optimized threat detection with thread-based processing
  • Enhanced Security: Stronger encryption using password-based authentication
  • Comprehensive ML Suite: Advanced threat classification and cost-sensitive training
  • Improved User Experience: Better CLI interface and error handling

Features

  • Real-time CLI Status Tracking: Dashboard integration showing live CLI activity status
  • AI agent integration for enhanced analysis with ML-powered threat detection
  • Real-time log monitoring with MongoDB storage
  • Secure authentication and encrypted credential storage
  • Dynamic log extraction and analysis
  • Advanced threat modeling and classification
  • Cost-sensitive machine learning algorithms
  • Comprehensive Scripts module with pre-trained models
  • Enhanced Dashboard Integration: Visual status indicators for CLI tool activity

Installation

pip install logiq-cli

Usage

# Authentication
logiq auth login --username <username>

# Setup monitoring profile
logiq profile setup --log-path <path> --interval <seconds>

# Start monitoring (status will update on dashboard)
logiq monitor --start

# Start dynamic monitoring with real-time status updates
logiq monitor --dynamic --interval 300

CLI Status Dashboard Integration

The CLI tool now provides real-time status updates to the dashboard:

  • ACTIVE 🖥️: CLI monitoring is running
  • INACTIVE 💤: CLI monitoring is stopped
  • Real-time Updates: Status changes automatically when monitoring starts/stops
  • Visual Indicators: Clear color-coded status display on the dashboard

License

MIT License

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