logiq-cli 1.4.0

LogiIQ

LogiIQ CLI Tool v1.4.0

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

🚀 New in 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

• 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

Installation

pip install logiq-cli

Usage

logiq auth login --username <username>
logiq profile setup --log-path <path> --interval <seconds>
logiq monitor --start

License

MIT License