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sovereign-agent

August 2026

github

Developed for Smart India Hackathon (SIH 2026), Sovereign Agent is a 100% air-gapped on-premise AI workbench engineered for high-security environments like refineries, PSUs, and defence infrastructure. It features local Ollama model management, ReAct agent state loops via LangGraph, hardware-adaptive waterfall routing, local OCR processing, and zero-connectivity TOTP authentication with offline single-use emergency recovery.

pythonlanggraphollamapgvectorfastapireactscikit-learn

Reflections

Engineering an agentic system that operates entirely offline under strict hardware constraints forced us to rethink state recovery, fallback execution, and localized verification.