Intelligent Log Anomaly Detection System
Supports JSON, Apache, Nginx, Syslog, CSV and custom log formats with automatic detection
Advanced Isolation Forest and DBSCAN clustering algorithms for accurate anomaly detection
Stream processing capabilities with async support for live log monitoring
Automatically identifies and groups recurring anomaly patterns
Optimized for Google Cloud Run, Kubernetes, and containerized deployments
Provides actionable recommendations based on detected issues and patterns