Dynamic Log Aggregation and Anomaly Detection Toolkit

Create an advanced Bash utility that aggregates logs from multiple distributed systems, performs real-time anomaly detection, and triggers intelligent alerting. The script should: 1) Parse logs from different services with varying formats, 2) Use machine learning models to detect unusual patterns, 3) Generate interactive dashboards using gnuplot, 4) Implement adaptive thresholds for different system components. Include support for parsing JSON, XML, and custom log formats with configurable regex patterns.