feat: add benchmark datasets and improve data extraction logic

fix: correct numeric extraction bugs in quant worker and benchmark metrics

feat: UI overhaul, Ollama config, and backend stability fixes

fix: resolve MAS planning failure and add benchmark suite

feat: multi-agent analytics system with React frontend

Initialize project using Create React App