Hybrid Log Classification System
This project implements a hybrid approach to log classification using three sequential layers:
Rule-Based Regex Classifier
Machine Learning Classifier
Large Language Model (LLM) Fallback Classifier
The system is designed for high-volume and diverse log environments where traditional single-method classification is insufficient.
Installation
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt