Bilingual healthcare navigation for Pakistan. AI symptom checker, 7,000+ doctor directory, OSM facilities, WHO health statistics. React, Supabase, Claude.
# HealthPilot AI
**Bilingual healthcare navigation for Pakistan** — AI symptom guidance, a **7,000+** doctor directory, live hospitals from **OpenStreetMap**, and **WHO** public health statistics. Built as a production-style full-stack application with a multi-provider **Generative AI / LLMOps** stack.
| | |
|---|---|
| **Live app** | health-pilot-ai-three.vercel.app |
| **Repository** |
github.com |
| **Stack** | React 19 · Vite · TypeScript · Supabase · PostGIS · Multi-LLM · RAG · OSM · WHO GHO |
> **Medical disclaimer:** HealthPilot AI provides **informational guidance only** — not a medical diagnosis or prescription. Always consult a qualified clinician in Pakistan. In an emergency, call **Rescue 1122** or **Edhi 115**.
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## Table of contents
- Overview
- What you can do
- Key features
- System architecture
- AI symptom checker (deep dive)
- RAG medical knowledge base
- Doctor directory
- Healthcare facilities map
- WHO Pakistan statistics
- Tech stack
- Project structure
- Getting started
- Environment & secrets
- Deployment
- Scripts reference
- Testing & CI
- Security & compliance
- Documentation
- License
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## Overview
Pakistan’s healthcare system is large but fragmented. Patients often do not know **which specialist to see**, struggle to compare **doctors by city, fee, and hospital**, and lack one place for **trustworthy national health context**.
**HealthPilot AI** brings that together in a single free web app (English + Urdu):
1. **Describe symptoms** in a private AI conversation.
2. Receive **urgency level**, **specialty guidance**, **first-aid tips**, **red flags**, and **possible concerns** — guidance only, not a diagnosis.
3. **Find real doctors** from a nationwide directory with fees, hospitals, and practice timings.
4. **See nearby hospitals and clinics** on a live map (OpenStreetMap).
5. Explore **WHO Pakistan health statistics** in plain language.
The product is **guest-first**: the symptom checker …