Multilingual News Summarizer

This web application fetches news articles using an open-source News API and allows users to select a language for summarizing and translating the news articles using the Aya model.

Features

• Fetches top news articles based on a query.
• Supports multiple languages for translation.
• Uses the Aya model for summarizing and translating news articles.

Prerequisites

• Python 3.6 or higher
• Flask
• Requests
• Cohere Python SDK

Setup

1. Clone the repository:

   git clone https://github.com/yourusername/multilingual-news-summarizer.git
   cd multilingual-news-summarizer

2. Create a virtual environment:

   python3 -m venv venv
   source venv/bin/activate  # On Windows use `venv\Scripts\activate`

3. Install the dependencies:

   pip install -r requirements.txt

4. Set up your API keys:

   • Open app.py and replace 'your_news_api_key' and 'your_cohere_api_key' with your actual API keys.

5. Run the application:

   python app.py

6. Open your browser and navigate to:

   http://127.0.0.1:5000/
   

Usage

1. Enter a query to search for news articles.
2. Select a language from the dropdown menu.
3. Click the "Search" button to fetch and translate the news articles.

Supported Languages

The application supports the following languages:

• Afrikaans
• Amharic
• Arabic
• Azerbaijani
• Belarusian
• Bengali
• Bulgarian
• Catalan
• Cebuano
• Czech
• Welsh
• Danish
• German
• Greek
• Esperanto
• Estonian
• Basque
• Finnish
• Tagalog
• French
• Western Frisian
• Scottish Gaelic
• Irish
• Galician
• Gujarati
• Haitian Creole
• Hausa
• Hebrew
• Hindi
• Hungarian
• Armenian
• Igbo
• Indonesian
• Icelandic
• Italian
• Javanese
• Japanese
• Kannada
• Georgian
• Kazakh
• Khmer
• Kyrgyz
• Korean
• Kurdish
• Lao
• Latvian
• Latin
• Lithuanian
• Luxembourgish
• Malayalam
• Marathi
• Macedonian
• Malagasy
• Maltese
• Mongolian
• Maori
• Malay
• Burmese
• Nepali
• Dutch
• Norwegian
• Northern Sotho
• Chichewa
• Oriya
• Punjabi
• Persian
• Polish
• Portuguese
• Pashto
• Romanian
• Russian
• Sinhala
• Slovak
• Slovenian
• Samoan
• Shona
• Sindhi
• Somali
• Southern Sotho
• Spanish
• Albanian
• Serbian
• Sundanese
• Swahili
• Swedish
• Tamil
• Telugu
• Tajik
• Thai
• Turkish
• Twi
• Ukrainian
• Urdu
• Uzbek
• Vietnamese
• Xhosa
• Yiddish
• Yoruba
• Chinese
• Zulu

License

This project is licensed under the MIT License. See the LICENSE file for details.

Acknowledgements

• News API
• Cohere