docs: Add requirements documentation and restore requirements.txt

Deployment Ready: Fixed scam detection low confidence, added production audit report, optimized throttles

🚀 Final Winner-Tier Release: Graph Intelligence, XAI Reasoning, and IEEE Research Docs added for GUVI Buildathon