oxlac / ai-news-summariser Goto Github PK

bug Description
The issue is if we input any link (eg. www.google.com) the summariser thinks it's an article link and summarises it.

To Reproduce
Steps to reproduce the behavior:

1. Go to https://aisummariser.oxlac.com/ or clone and run the local dev environment.
2. copy and paste a nonrelevant link.
3. click on go.
4. see the non-relevant summary.

Expected behavior
Prevent accepting irrelevant links, if the user tries to submit an irrelevant link then show them an error similar to this

Bug Screenshots

Possible approaches

• Try to make a list of all legitimate new article providers and if that link doesn't start with that specific parent URL show the error toast
• A better way is to make a web crawler that finds the legitimacy of an article for better insight check this out https://www.quora.com/Is-there-a-News-API-web-crawler-to-determine-if-URL-is-an-article-or-navigation-page
• Find any existing API's that can return the type of content in the URL and with that information sort out the non article url's

Feature Description:
For now, the summary length in the application is fixed which means for bigger articles the summary is too tiny to be readable and misses many key points that must be covered in a summary.

Solutions:

Add 3 buttons near the change them toggle
Summary Length

1. small
2. medium
3. large

Additional things to consider while contributing

• Make sure that the buttons stick with the current theme

• Use relative positioning, flex box, and refrain from using absolute positioning.

• Add comments to the code you write

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.

Solution description
Create a browser extension for the summarizer that can get the input link on the extension and display the summary on the website.

alternatives
alternatively the summary of the article can be displayed in the browser extension itself so that the users need not be redirected to the actual website for reading the summary

Additional context

• Make sure that the extension is compatible with major browsers like chrome, edge and brave.
• Any details related to account creation kindly contact the developer, so that we can create a account on behalf.

Feature description
For now, the web application is fixed in light theme. since everyone has different preferences it's better to have dynamic theming.

Solution
Convert the existing web application to auto-assign the theme based on their browser preference and also give an option to manually set a theme.