Don’t Just Look at a Map — Know the Story Behind Every Corner
URL: https://mapscout.jasonwang.us
Stack: Python FastAPI, React
What It Is
Most map apps tell you where things are. They don’t tell you why they matter. This is an AI-powered virtual tour guide that turns map exploration into storytelling. Instead of just blue dots and street names, you get the history behind that corner bakery, why that weird building looks the way it does, and the local secrets that aren’t on any postcard.
What It Does
- Discover landmarks — find meaningful points of interest based on context, not just proximity
- Hear the stories — local history and events woven into engaging narratives
- Walk without a plan — just start moving and let the city tell you what it’s made of
- Multi-sensory guidance — designed to keep your eyes on the world, not your screen
How It Works
You pull up the map and start walking. Instead of generic listings, you get stories — the history behind buildings, the context behind streets, the hidden details most people miss. It’s like having a friend who’s lived there for twenty years whispering in your ear as you explore.
Tech Stack
| Layer | Technology |
|---|---|
| Backend | Python FastAPI |
| Frontend | React |
| Reverse proxy | nginx |
| Process manager | PM2 |