NewsDaily is a sophisticated news aggregation and summarization platform designed to deliver personalized news articles directly to your dashboard. The platform utilizes cutting-edge technologies such as Newspaper3k for news extraction and GPT-4 for article summarization.
To further enhance the accuracy of the summarization, I explored the use of Generative Adversarial Networks (GANs). GANs generate synthetic news articles, providing a mixed testing ground for refining and adapting the GPT-4 to effectively handle a wide array of news content.
- Automated News Pipeline: The pipeline utilizes Newspaper3k for seamless, real-time extraction of news from a variety of reputable sources.
- Article Summarization: Leverages the power of GPT-4 API to produce concise and coherent summaries of articles, further enhanced by our research into Generative Adversarial Networks (GANs) for creating synthetic news articles. This research aids in refining our summarization capabilities, enabling the platform to deliver even more precise and contextually accurate summaries.
- Contextual Search: Incorporates Google Custom Search API to surface relevant web links related to the article, thereby enriching user engagement and broadening access to information.
- Read On-Platform: Offers users the convenience of reading entire articles directly on the platform, thereby negating the need to navigate away.
- Data Analytics Dashboard: Plans to integrate analytics features that will present data on user behavior within their respective profiles.
- Bookmark Functionality: Upcoming support for bookmarking articles for later reading.
- Personalized Recommendations: A recommendation system is in the pipeline to further tailor the user experience.
- Newspaper3k for News Extraction
- GPT-4 API for Article Summarization
- Google Custom Search API
- Django for Backend Development
- Django's Native Authentication for User Management
- MaterialUI, Bootstrap, and Tailwind CSS for UI/UX Design
- Employs Django's native authentication system to provide a secure environment for user data and authentication.
To experience NewsDaily's features, visit our live demo here.
For inquiries, suggestions, or contributions, you can mail me: Farneet Singh or connect with me through LinkedIn. You can also checkout the backend code. Thank you :)
The project is licensed under the MIT License.