1. Install Python 3.11+
2. Run: pip install -r requirements.txt
3. Run: python -m uvicorn main:app --reload
4. Open http://localhost:8000/docs to test API

The system works out-of-the-box with sample data!

1. RULE-BASED ENGINE (Fast path)

   • Checks for keywords: "timeout", "500", "database", "auth", etc.
   • Instantly classifies without AI
   • Used for common, predictable errors

2. AI-POWERED ENGINE (Deep analysis)

   • Calls Ollama Llama3 when rules don't match
   • Provides deeper insights for complex logs
   • Generates more detailed analysis