🏥 AI-Powered Anesthesia Guidelines Generation System

An AI-based personalized anesthesia guidelines generation system with multi-language support (Chinese, English, French).

📁 Project Structure

anesthesia/
├── frontend-next/           # Next.js frontend application
│   ├── public/              # Static assets
│   ├── src/
│   │   ├── components/      # React components
│   │   ├── pages/           # Page components
│   │   ├── services/        # API services
│   │   ├── i18n/           # Internationalization config
│   │   └── ...
│   ├── package.json
│   └── ...
├── backend/                 # FastAPI backend
│   ├── app/                # Application code
│   ├── scripts/            # Script files
│   ├── requirements.txt
│   └── ...
├── README.md
└── ...

🚀 Quick Start

1. Start Backend Service

cd backend
pip install -r requirements.txt
python start_demo.py
uvicorn app.main:app --reload

2. Start Frontend Service

cd frontend-next
npm install
npm run dev

3. Access the System

• Frontend Interface: http://localhost:3000
• API Documentation: http://localhost:8000/docs
• Health Check: http://localhost:8000/health

🌍 Multi-Language Support

The system supports three languages:

• 🇹🇼 繁體中文 (zh-TW)
• 🇺🇸 English (en-US)
• 🇫🇷 Français (fr-FR)

Users can switch languages using the language selector in the top-right corner.

🎯 Key Features

Frontend Features

• ✅ Multi-language interface support
• ✅ Patient management (create, search, view, edit)
• ✅ Anesthesia guidelines generation
• ✅ Responsive design
• ✅ Modern UI interface

Backend Features

• ✅ RESTful API
• ✅ Patient management system
• ✅ Medical history management
• ✅ AI anesthesia guidelines generation
• ✅ Local LLM support (Ollama)
• ✅ OpenAI API integration

🛠️ Tech Stack

Frontend

• Next.js 14
• React 18
• Material-UI (MUI)
• React Hook Form
• i18next (Internationalization)
• Axios

Backend

• FastAPI
• SQLAlchemy
• SQLite
• OpenAI API
• Ollama (Local LLM)
• Pydantic

📋 API Endpoints

Patient Management

• GET /api/v1/patients/ - Get all patients
• POST /api/v1/patients/ - Create patient
• GET /api/v1/patients/{id} - Get patient details
• PUT /api/v1/patients/{id} - Update patient
• DELETE /api/v1/patients/{id} - Delete patient
• POST /api/v1/patients/search - Search patients

Anesthesia Guidelines

• POST /api/v1/anesthesia/guidelines/generate - Generate anesthesia guidelines
• GET /api/v1/anesthesia/guidelines/ - Get all anesthesia guidelines
• GET /api/v1/anesthesia/guidelines/{id} - Get anesthesia guideline details
• PUT /api/v1/anesthesia/guidelines/{id} - Update anesthesia guideline
• DELETE /api/v1/anesthesia/guidelines/{id} - Delete anesthesia guideline

🔧 Configuration

Environment Variables

Create a .env file:

# Use local LLM (Ollama)
USE_LOCAL_LLM=true
OLLAMA_URL=http://localhost:11434
OLLAMA_MODEL=qwen2.5:7b

# Or use OpenAI
OPENAI_API_KEY=your_api_key_here
USE_LOCAL_LLM=false

# Other settings
DEBUG=true
DATABASE_URL=sqlite:///./anesthesia.db

Local LLM Setup

1. Install Ollama
2. Download model: ollama pull qwen2.5:7b
3. Start service: ollama serve
4. Set environment variable: USE_LOCAL_LLM=true

🧪 Testing

Backend Testing

cd backend
python scripts/test_api.py

Frontend Testing

cd frontend-next
npm test

📚 Documentation

• Quick Start Guide
• Local LLM Setup Guide
• API Documentation

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