Project Neo automatically extracts ride requests and offers from WhatsApp and Telegram groups — no app required for senders. Structured data, matched in real-time.
A five-stage pipeline turns informal group chat messages into a structured, real-time ride marketplace — without changing how anyone in the group communicates.
Workers connect to WhatsApp and Telegram groups using official and community APIs. Every message is captured and stored with full metadata in real-time.
Not every message is a ride. A lightweight classifier determines whether it contains a ride offer or request before any expensive parsing begins.
A two-stage parser (regex → Claude Haiku fallback) extracts ride type, route, time, cost, and seats from free-form text.
Group-specific aliases ("Station", "Mall") are resolved to real GPS coordinates via the location_contexts table, giving every ride precise coordinates.
Structured rides stream via GraphQL subscriptions to the Flutter app. Drivers see matching requests; riders see available offers. A confirmation closes the loop.
Neo is not just a parser — it's a complete ride-sharing platform. WhatsApp, Telegram, and any group chat become the ingress. The destination is a smarter, community-native alternative to Uber.
Once a ride is parsed from chat, Neo matches it against available drivers or riders using route, timing, and seat data. No dispatcher — the algorithm surfaces the right connection automatically and notifies both sides via the app.
Multiple riders heading the same direction, one driver trip. Fill every seat and split the cost automatically. Community carpooling at scale — without coordination overhead.
Real-time GPS tracking surfaces driver location and estimated arrival directly in the app. No more "5 mins" guesswork in the group chat. Know exactly when your ride arrives.
Discord, Slack, SMS — any community where rides are coordinated in plain text becomes a source. The ingress layer is extensible by design.
Project Neo is being built in public. Follow the progress, contribute ideas, or just watch a ride-sharing marketplace emerge from raw group chat messages.