justoconnect/intelligence-monitor

Agent de veille automatisee multi-secteurs pour le Gabon — Transport, Mines, PNDT. Python + SQLite, deduplication SHA-256, scoring d'impact, export JSON. Built by Kpakpo Justin Akue, AI & Data consultant. # Intelligence Monitoring Agent 🇬🇦 An intelligent web monitoring system that tracks developments across four key sectors in Gabon: - **Transport (Gabon)** - Infrastructure, railways, ports, airports - **Transport (Africa)** - Regional corridors and connectivity initiatives - **PNCD** - National Community Development Program - **Mining (Gabon)** - Sector developments and project updates ## Features ✨ - ✅ **Web Source Monitoring** - Automated intelligence gathering from multiple sources - ✅ **Deduplication** - SHA256-based content hash to prevent duplicates - ✅ **SQLite Database** - Efficient storage with indexing for fast queries - ✅ **Smart Search** - Keyword-based search across titles, summaries, and entities - ✅ **JSON Export** - Export all intelligence data in structured format - ✅ **Category Analysis** - Break down entries by sector - ✅ **Impact Scoring** - 1-10 impact scale for prioritization - ✅ **Full Audit Trail** - Timestamp tracking and source attribution ## Quick Start 🚀 ### Installation ```bash # Clone the repository git clone github.com cd intelligence-monitor # No external dependencies required - uses Python standard library only! python3 intelligence_monitor.py