The Neural Ledger API SDK and packages

Real-time global crisis intelligence system that ingests live data from GDELT, OpenWeatherMap and NewsAPI, detects emerging crises using ST-DBSCAN clustering and Z-score anomaly detection, generates AI situation briefings via Groq LLM, and visualises everything on an interactive Streamlit dashboard.

NIGRAHA (Tactical Intelligence System v2.0) is a sovereign, web-based Command and Control (C2) situational awareness platform engineered for multi-modal data ingestion, threat aggregation, and global theater mapping