Multifunctional NLP Application

This is a multifunctional Natural Language Processing (NLP) application built using Python and Streamlit. It provides several functionalities including language translation, text summarization, and keyword extraction.

Features

• Translation: Translate text between different languages using Google Translate API.
• Summarization: Summarize lengthy text documents using a pre-trained summarization model.
• Keyword Extraction: Extract keywords from text using RAKE (Rapid Automatic Keyword Extraction) algorithm.

Installation

To run this application locally, follow these steps:

1. Clone this repository to your local machine:

   git clone https://github.com/FaheemKhan0817/Multifunctional-NLP-Application.git
   

2. Navigate to the project directory:

   cd Multifunctional-NLP-Application
   

3. Install the required dependencies:

   pip install -r requirements.txt
   

Usage

To run the application, execute the following command: streamlit run app.py This will start the Streamlit server, and you can access the application in your web browser at http://localhost:8501.

Contributing

Contributions are welcome! If you have any ideas for improvement or new features, feel free to open an issue or submit a pull request.

License

This project is licensed under the MIT License.

Screenshot