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---
title: Text Prediction API
emoji: 📝
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
license: mit
app_port: 7860
---
# Text Prediction API
AI-powered text prediction service built with FastAPI.
## Features
- 🔐 **Secure Authentication** - JWT Bearer token verification
- 🚀 **Fast Performance** - Built on FastAPI with async support
- 📊 **Health Monitoring** - Built-in health check endpoint
- 🐳 **Docker Ready** - Optimized for Hugging Face Spaces deployment
## API Endpoints
### Health Check
```
GET /health
```
Returns the service health status.
### Prediction
```
POST /predict
Authorization: Bearer <token>
Content-Type: application/json
{
"text": "Your input text here"
}
```
**Response:**
```json
{
"prediction": "Processed: Your input text here",
"confidence": 0.95,
"input_text": "Your input text here"
}
```
## Environment Variables
| Variable | Description | Required |
|----------|-------------|----------|
| `JWT_SECRET` | Secret key for JWT token verification | Yes |
| `ALLOWED_ORIGINS` | Comma-separated list of allowed CORS origins | No |
## Local Development
```bash
# Install dependencies
pip install -r requirements.txt
# Set environment variables
export JWT_SECRET=your_secret_key
# Run the server
uvicorn main:app --reload --port 8001
```
## Deployment
This service is designed to run on Hugging Face Spaces with Docker SDK.
1. Create a new Space with Docker SDK
2. Set the `JWT_SECRET` secret in Space settings
3. Push this code to the Space repository
|