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Open source (MIT).\n\n## Architecture\nStreamlit pages (dashboards) + a CrewAI crew of 7 agents (researcher, policy, supply chain, economist,\nforecaster, strategist, fact-checker). All numbers come from deterministic Python tools in `core/calc.py`;\nagents call tools and interpret results, and the fact-checker rejects unsourced claims.\n\n## Quick start\n```bash\npython -m venv .venv && source .venv/bin/activate      # Windows: .venv\\Scripts\\activate\npip install -r requirements.txt\ncp .env.example .env                                     # add SERPER_API_KEY + an LLM key\npython scripts/make_sample_data.py                       # seed data (already included)\nstreamlit run app.py\n```\nThe app works **without API keys** (dashboards + offline briefing). Keys enable the live AI Analyst.\n\n## Pages\n| Page | What it does |\n|---|---|\n| `app.py` | Global dashboard (map, trajectories, oil saved) |\n| 2 Supply Chain Map | Lithium/cobalt/nickel/graphite/cell concentration + HHI |\n| 3 Country Compare | 2-4 countries: adoption, policy, prices |\n| 4 TCO Calculator | Auto-filled local prices; 2W, 3W, car, bus |\n| 5 Forecasts | S-curve with 10-90% band and target year |\n| 6 AI Analyst | Multi-agent crew, live progress, cached, multilingual |\n| 7 Oil Displacement | Barrels/day, import bill, CO2 vs electrification level |\n\n## Real data (replace seed data)\n1. Download IEA Global EV Data Explorer CSV to `data/raw/iea_ev.csv`.\n2. `python scripts/build_data.py` (also pulls World Bank indicators).\n3. Add OWID, Ember/Electricity Maps (grid), USGS (minerals), UN Comtrade (flows), Open Charge Map (chargers).\n\n## Known limitations (be upfront with judges)\n- Seed data is small and approximate; policy notes go stale. The AI Analyst re-checks policy live.\n- The S-curve is fit on 6 points; low-adoption countries have wide uncertainty. Improve with analog countries and longer history.\n- The oil model counts gasoline litres only and ignores refinery co-products and fleet turnover.\n\n## Deploy\nStreamlit Community Cloud: connect repo, main file `app.py`, add secrets (`SERPER_API_KEY`, `OPENAI_API_KEY`, ...).\n\n## Team\nAbrar Hussain (lead), Sakina Jabeen, Owais Ali, Ahmad Yousif, Ayesha Khan Afridi, Nida Khan\n\n## Public demo access\nVisitors can browse every dashboard and the saved agent briefings for free. Live agent runs need a judge/team access code (`JUDGE_CODE` secret) and are capped per day and per session (`DAILY_RUN_LIMIT`, `SESSION_RUN_LIMIT`) to protect the API budget.\n","readmeExcerpt":"⚡ EVSync Global Multi-agent EV transition intelligence for any country: **policy, supply-chain risk, cost of ownership, oil displacement and adoption forecasts**, with sourced, fact-checked briefings. 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