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simply52/ai-text-detector-api-20250818-070606

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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App README

AI Text Detector API

A high-performance Docker-based API that detects whether text was written by AI or humans using a fine-tuned RoBERTa model.

Features

—FastAPI Backend: High-performance async API
—Interactive Web Interface: Built-in HTML interface for testing
—Swagger Documentation: Automatic API docs at /docs
—Docker Deployment: Containerized for reliability and scalability
—CORS Enabled: Ready for frontend integration

Model

This API uses the simply52/roberta-ai-text-detector-20250818-070606 model, a fine-tuned RoBERTa classifier.

API Endpoints

Web Interface

—GET / - Interactive web interface for testing

API Endpoints

—POST /predict - Analyze text for AI detection
—GET /health - Health check endpoint
—GET /docs - Swagger API documentation
—GET /redoc - Alternative API documentation

Usage Examples

Python

python

import requests

# Analyze text
response = requests.post(
    "https://huggingface.co/spaces/simply52/ai-text-detector-api-20250818-070606/predict",
    json={"text": "Your text here"}
)

result = response.json()
print(f"Prediction: {result['prediction']}")
print(f"Confidence: {result['confidence']:.1%}")

cURL

bash

curl -X POST "https://huggingface.co/spaces/simply52/ai-text-detector-api-20250818-070606/predict" \
     -H "Content-Type: application/json" \
     -d '{"text": "Your text here"}'

JavaScript/Fetch

javascript

const response = await fetch('/predict', {
    method: 'POST',
    headers: {'Content-Type': 'application/json'},
    body: JSON.stringify({'text': 'Your text here'})
});

const result = await response.json();
console.log(result);

Response Format

json

{
  "prediction": "🤖 AI-Generated",
  "human_probability": 0.23,
  "ai_probability": 0.77,
  "confidence": 0.77,
  "label": "ai"
}

Docker Deployment

This Space runs on Docker for maximum reliability and performance. The container includes:

—FastAPI application server
—RoBERTa model and tokenizer
—All required dependencies
—Health monitoring endpoints

Local Development

bash

# Clone the space
git clone https://huggingface.co/spaces/simply52/ai-text-detector-api-20250818-070606
cd ai-text-detector-api-20250818-070606

# Build and run with Docker
docker build -t ai-text-detector .
docker run -p 7860:7860 ai-text-detector

# Or run directly with Python
pip install -r requirements.txt
python app.py