LogSense AI

Intelligent Log Anomaly Detection System

Explore API View on GitHub

Core Features

Multi-Format Parser

Supports JSON, Apache, Nginx, Syslog, CSV and custom log formats with automatic detection

ML-Powered Detection

Advanced Isolation Forest and DBSCAN clustering algorithms for accurate anomaly detection

Real-time Analysis

Stream processing capabilities with async support for live log monitoring

Pattern Recognition

Automatically identifies and groups recurring anomaly patterns

Cloud Native

Optimized for Google Cloud Run, Kubernetes, and containerized deployments

Intelligent Insights

Provides actionable recommendations based on detected issues and patterns

API Endpoints

POST /api/v1/analyze Upload and analyze log files for anomalies
POST /api/v1/stream Stream logs for real-time analysis
GET /api/v1/patterns Retrieve top anomaly patterns
GET /health Service health status
GET /metrics Prometheus metrics endpoint

Quick Actions