---
title: Multi Language Restaurant Receipts OCR
emoji: 📉
colorFrom: indigo
colorTo: gray
sdk: gradio
sdk_version: 5.12.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: 'This Hugging Face Space provides restaurant receipts OCR.'
---

## Features

- **Multi-Language Support**: Process receipts in multiple languages including English, Chinese, French, German, Korean, Japanese, and more
- **LLM Integration**: Use Groq or OpenAI for structured JSON formatting
- **Flexible Output**: Get raw OCR text or formatted JSON based on your needs
- **Secure API Key Handling**: Safely input your API keys for LLM processing

## How to Use

1. **Upload Receipt**: Upload a clear image of your receipt
2. **Select Language**: Choose the primary language of your receipt
3. **LLM Processing** (Optional):
   - Select your preferred LLM provider (Groq or OpenAI)
   - Enter your API key
4. **Process**: Click "Process Receipt" to get results

## Output Format

The app provides JSON output with the following structure:
```json
{
  "restaurant_name": string,
  "date": string,
  "time": string,
  "table_number": string or number,
  "server_name": string,
  "payment_method": string,
  "items": [
    {
      "name": string,
      "quantity": number,
      "price": number
    }
  ],
  "subtotal": number,
  "tax": number,
  "tip": number,
  "total": number,
  "receipt_number": string
}
```

## Supported Languages

- English
- Chinese Simplified
- French
- German
- Korean
- Japanese
- Italian
- Spanish
- Portuguese
- Russian
- Arabic
- Hindi
- Vietnamese
- Thai

## Notes

- Image quality affects OCR accuracy
- For best results, ensure receipt is well-lit and clearly visible
- LLM processing requires valid API keys from Groq or OpenAI