---
title: NeuroBot - Brain Tumor Assistant
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
license: mit
---

#  NeuroBot — Brain Tumor AI Assistant

NeuroBot is a specialized AI chatbot designed to help patients and their families navigate brain tumor-related questions. It provides empathetic, responsible guidance on symptoms, tumor types, diagnostic methods, and treatment options.

>  **Medical Disclaimer**: NeuroBot is NOT a substitute for professional medical advice. Always consult a licensed neurologist or neurosurgeon for diagnosis and treatment.

---

##  Features

-  Conversational multi-turn chat with memory
-  Structured symptom assessment with follow-up questions
-  Automatic detection of emergency red-flag symptoms
-  Strict scope enforcement — only answers brain tumor-related questions
-  Powered by LLaMA 3.3 70B via Groq API

---

##  API Endpoints

### `POST /chat`
Send a message and get a response.

**Request body:**
```json
{
  "message": "I've been having headaches for 2 weeks",
  "history": [
    { "role": "user", "content": "Hello" },
    { "role": "assistant", "content": "Hello! How can I help you today?" }
  ]
}
```

**Response:**
```json
{
  "reply": "I'm sorry to hear you've been experiencing headaches..."
}
```

### `GET /`
Health check endpoint.

---

##  Setup & Deployment

### Environment Variables
Set the following secret in your Hugging Face Space settings:

| Variable | Description |
|---|---|
| `GROQ_API_KEY` | Your Groq API key from [console.groq.com](https://console.groq.com) |

### Local Development
```bash
# Install dependencies
pip install -r requirements.txt

# Set your API key
export GROQ_API_KEY=your_key_here

# Run the server
uvicorn app:app --host 0.0.0.0 --port 7860 --reload
```

---

##  Project Structure
```
├── app.py              # FastAPI application
├── system_prompt.txt   # AI behavior and instructions
├── requirements.txt    # Python dependencies
├── Dockerfile          # Container configuration
└── README.md           # This file
```

---

##  About the Model
This chatbot is part of a larger Brain Tumor Classification project using a CNN model trained to classify MRI scans into tumor categories (Glioma, Meningioma, Pituitary, No Tumor).

---

## Emergency Notice
If you or someone you know is experiencing:
- Sudden severe headache
- Sudden vision loss
- Seizures
- Loss of consciousness

**Please call emergency services immediately (123 in Egypt / 911 in US)**