README.md

---

title: Arabic Story Content Moderator
emoji: 📝
colorFrom: blue
colorTo: green
sdk: docker
sdk_version: 3.11.0
app_file: app.py
pinned: false
---


# Arabic Story Content Moderator

An AI-powered content moderation service for Arabic short stories that checks for cultural violations and inappropriate content using the Deepseek API.

## 🌟 Features

- **Cultural Sensitivity**: Checks stories against Arabic and Islamic cultural norms
- **Content Safety**: Detects inappropriate sexual content, excessive violence, and profanity
- **Real-time Moderation**: Fast API response for instant content validation
- **Batch Processing**: Support for moderating multiple stories at once
- **Arabic Language Support**: Specialized for Arabic text processing

## 🚀 API Endpoints

### POST `/moderate`
Moderate a single Arabic story.

**Request:**
```json

{

    "story_content": "نص القصة العربية هنا"

}

```

**Response:**
```json

{

    "approved": true,

    "response": "true",

    "timestamp": "2024-01-15T10:30:00"

}

```

### POST `/moderate/batch`
Moderate multiple stories at once.

**Request:**
```json

{

    "stories": ["قصة أولى", "قصة ثانية", "قصة ثالثة"]

}

```

### GET `/health`
Check service health status.

## 📋 Response Format

The API returns consistent responses:

- `approved`: Boolean indicating if content is approved
- `response`: String value "true" (approved) or "no" (rejected)
- `timestamp`: ISO timestamp of the moderation
- `reason`: Description if content is rejected

## 🔧 Moderation Criteria

### 1. Cultural and Religious Content
- No mockery of Islamic religion or Arabic traditions
- Respect for religious and social symbols
- Adherence to Islamic values

### 2. Sexual Content and Violence
- No explicit sexual content or suggestive material
- No excessive or graphic violence
- No profanity or inappropriate language

### 3. Sensitive Political Content
- No sectarian or ethnic incitement
- Avoidance of controversial political topics

### 4. Social Values
- Respect for family and community values
- No promotion of socially destructive behaviors

## 🛠️ Integration Example

### cURL Example
```bash

curl -X POST "https://your-huggingface-space-url/moderate" \

  -H "Content-Type: application/json" \

  -d '{"story_content": "قصة قصيرة عن الصداقة والوفاء"}'

```

### Python Example
```python

import requests



url = "https://your-huggingface-space-url/moderate"

data = {

    "story_content": "نص القصة العربية"

}



response = requests.post(url, json=data)

result = response.json()



if result["approved"]:

    print("Story approved for posting")

else:

    print("Story violates community guidelines")

```

## 📝 Setup Instructions

### Environment Variables
Set your Deepseek API key as an environment variable:
```

DEEPSEEK_API_KEY=your_deepseek_api_key_here

```

### Local Testing
```bash

pip install -r requirements.txt

export DEEPSEEK_API_KEY=your_api_key

python app.py

```

## 🔒 Privacy and Security

- Stories are processed in real-time and not stored
- API communications are encrypted
- No personal data is retained
- Compliant with data protection standards

## 📈 Performance

- Average response time: < 2 seconds
- Supports concurrent requests
- Optimized for Arabic text processing
- Scalable architecture

## 🤝 Integration with .NET Backend

This service is designed to integrate seamlessly with your .NET story posting API. When a user attempts to post a story, send it to this moderation service first.

## 📞 Support

For technical support or questions about the moderation criteria, please refer to the documentation or contact the development team.

---

**Made with ❤️ for the Arabic literary community**