Create a inhouse model to handle the summarization

[Aadityaa2606]

Feature Description

The current web application uses newspaper3k which is also provided by another open-source repository https://github.com/codelucas/newspaper.

Since this is another provider it is difficult to customize the results based on the requirements. so creating an in-house model would give the freedom to control various parameters to optimize for better results.

Solution

• Create an In-house model that satisfies the needs, make sure that the accuracy is better or the same as the existing provider newspaper3k
• Another approach is that since newspaper3k is open-source we can use its existing code and modify it according to the requirements.
• Or if possible try applying the transfer learning to this existing model (newspaper3k) and specialize to our needs.

Additional context
For any related queries contact the developer through mail or discord servers. kindly check the readme for the details.