Language Translation & Grammar Correction App

This is a Streamlit application for language translation and grammar correction using Hugging Face's Transformers library. The app allows users to translate text between multiple languages and correct grammar in English sentences.

Features

• Translate text between Arabic, English, Russian, and Chinese.
• Correct grammatical errors in English text.
• User-friendly interface with dropdown menus for language selection.

Technologies Used

• Streamlit
• Hugging Face Transformers
• PyTorch
• ngrok (for tunneling)

Requirements

To run this application, you need to install the required packages. You can do this by running:

pip install -r requirements.txt

How to Run

Clone the repository:

git clone https://github.com/NaMN21/Huggingface_Language.git
cd Huggingface_Language

Run the Streamlit app:

streamlit run app.py

If using ngrok, start ngrok to tunnel the app:

    ngrok http 8501

Access the app using the provided ngrok URL.

Usage

Enter text in the input field.
Select the task (Translation or Grammar Correction).
Choose the source and target languages for translation.
Click the "Submit" button to see the results.

Contributing

Contributions are welcome! Please feel free to submit a pull request or open an issue for any enhancements or bug fixes.

License

This project is licensed under the MIT License