ai-log-analyzer

# 🧠 AI Log Analyzer [](https://www.python.org/) [](https://fastapi.tiangolo.com/) [](https://ollama.com/) [](LICENSE) > ✨ An AI-powered system for **log file analysis** using local LLaMA3 + FastAPI. > 🚨 Detects anomalies, 🧠 recognizes patterns, and 📄 generates automated incident reports. > Ideal for **web server logs**, **application logs**, or **custom pipelines**. --- ## 🎯 Features - 🔍 **Anomaly Detection** – Captures HTTP errors, exceptions, and unusual logs - 📊 **Pattern Recognition** – Identifies frequent paths/messages - 🤖 **AI Chatbot Interface** – Interact via terminal CLI using LLaMA3 (Ollama) - ⚡ **FastAPI REST API** – Query `/analyze` for real-time results - 📁 **JSON Report Export** – Auto-generated `incident_report.json` --- <details> <summary>📁 <strong>Project Structure</strong> (click to expand)</summary> ai-log-analyzer/ ├── main/ │ ├── log_chatbot.py # Interactive CLI chatbot │ ├── run_pipeline.py # Main execution pipeline │ ├── llama_query.py # Talk to LLaMA locally │ ├── mcp_server.py # FastAPI app for RESTful analysis │ ├── report_generator.py # Saves JSON report │ ├── anomaly_detector.py # Anomaly rules (500, error) │ ├── pattern_recognizer.py # Pattern recognition logic │ └── mcp_tools/ │ ├── parser.py # Raw log parser │ └── analyzer.py # Combined logic ├── logs/ # Example log files ├── output/ # Generated reports ├── requirements.txt └── README.md </details> --- ## ⚙️ Installation ```bash git clone https://github.com/Labeeb-coder/ai-log-analyzer.git cd ai-log-analyzer pip install -r requirements.txt