https://github.com/codewitheshayoutube/vheal_ai
https://github.com/codewitheshayoutube/vheal_ai
Last synced: 11 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/codewitheshayoutube/vheal_ai
- Owner: codewithEshaYoutube
- License: apache-2.0
- Created: 2025-07-06T18:37:21.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2025-07-08T14:34:03.000Z (12 months ago)
- Last Synced: 2025-07-08T15:42:18.075Z (12 months ago)
- Language: Python
- Size: 17.6 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
Awesome Lists containing this project
README
# 🏥 VHeal AI – Agentic Discharge Copilot for Hospitals
> 🧠 **Raise Your Hack 2025 – Paris (Online + Onsite)**
> 🚀 Built with Agentic AI to automate hospital discharge coordination in real time.
> ❌ No more delays. ✅ More beds, better care, less burnout.
🔗 **Live Demo:** [https://vheal-ai.streamlit.app](https://vheal-ai.streamlit.app)
---
## 🚨 The Problem: Discharge is Broken
In major hospitals (e.g. Manhattan, Paris), discharge delays are common due to:
- Fragmented handoffs between doctors, nurses, pharmacy, billing
- Manual summaries and outdated checklists
- No centralized platform to track readiness or progress
These issues result in:
- ❌ Bed Shortages
- 😫 Staff Burnout
- 💸 Higher Patient Costs
- ⏳ Inefficient Care Delivery
---
## 💡 Our Solution: VHeal AI
**VHeal AI** is an **Agentic AI-powered autonomous discharge assistant** that acts like a digital hospital staff member.
### 👇 What It Does:
- 📍 Detects when patients are ready for discharge
- 📋 Plans and delegates discharge tasks automatically
- 🔗 Communicates across departments via APIs & messaging
- 📊 Displays progress on a real-time dashboard
> "Not reactive. Not rule-based. Truly autonomous."
---
## 🧠 What Makes It Agentic?
| 🔍 Capability | ✅ Description |
|--------------------------|----------------|
| **Trigger-Based Autonomy** | Starts when a patient is marked "Ready for Discharge" |
| **Multi-Step Reasoning** | Validates discharge: vitals, meds, labs, signatures |
| **Delegated Communication**| Notifies departments like billing, transport, pharmacy |
| **Tool Use & Memory** | Uses EMR, staff calendars, previous discharge summaries |
| **Multimodal Interaction** | Operates via dashboard, APIs, WhatsApp, and email |
---
## 🔧 Core Features
- 🧾 **Auto-generated summaries** (GPT-4o, Claude 3, Mistral)
- ✅ **Checklist Agent** – Labs, meds, vitals
- 📞 **Smart Alerts** – WhatsApp, Email, SMS to departments
- 📆 **Discharge Scheduling** – Room + transport availability
- 📊 **Live Dashboard** – Tracks every agent and staff action
- 🧠 **Planning Chains** – CrewAI + LangChain multi-agent flow
---
## 🖼️ Product Snapshots
### 📊 Agent Dashboard
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---
### 📈 Discharge Analytics View
---
### 💡 Features Overview
---
## 🛠️ Tech Stack
| Layer | Tools |
|---------------|-------|
| **LLMs & Agents** | GPT-4o, Claude 3, Mistral, LangChain, CrewAI |
| **Backend** | FastAPI / Node.js |
| **Frontend** | React.js / Streamlit |
| **Database** | MongoDB / Firebase |
| **Messaging** | Twilio, WhatsApp Business API |
| **RAG Layer** | Vectara / Weaviate (optional) |
---
## 👥 Team VHeal – [LabLab.ai IDs]
| Name | ID | Role |
|-------------------|----------------------|----------------------------------|
| **Eesha Tariq** | `eesha_tariq899` | AI Engineer – Agent Logic, LLMs |
| **Aroob Mushtaq** | `aroobmushtaq818` | Backend Dev – API Integration |
| **Arfa Tariq** | `Arfah_t` | Researcher – Clinical Workflows |
| **Zeeshan Tariq** | `zeeshantariqpkn` | Data Scientist – RAG & Planning |
| **Waqar Ahmed** | `WaqarAhmed555` | Frontend Engineer – Dashboards |
| **Sujal Bedre** | `sujal_bedre114` | Prompt Engineer – LLM Pipelines |
---
## 🎯 Hackathon Goal – Raise Your Hack, Paris
- ⏳ Automate hospital discharge in <72 hours
- 🧠 Deploy real-time Agentic AI
- 🔌 Integrate with APIs like Twilio, Firebase, and EMRs
- 📊 Present live dashboard + action-based workflows
- 💡 Show the future of **autonomous care coordination**
> _“We’re not just solving for hospitals — we’re solving for time, care, and cost.”_
---
## ▶️ How to Run Locally
```bash
# 1. Clone the repository
git clone https://github.com/codewithEshaYoutube/Vheal_AI.git
cd Vheal_AI
# 2. Backend setup
cd backend
pip install -r requirements.txt # or use npm install for Node.js
# 3. Frontend setup
cd ../frontend
npm install
npm run dev
# 4. Add environment variables (.env)
OPENAI_API_KEY=...
TWILIO_API_KEY=...
FIREBASE_CONFIG=...