Feature: Create a Search Engine of Stack OverFlow with GPT embeds

[Soubeer]

The problem to a lot of users is they cannot always get to the core solution of their problem by searching randomly on the internet. Getting recommendations to a solution is great and all but it does not lead the user to what he/she actually is looking for. Just like Google works, I can provide a Search Engine for Stack Overflow which can easily relate to the query of the user and provide the most relevant solutions available in it.

Using the year long dataset we can find out the most similar questions including their frequency, time, interaction and helpfulness. Following the trends, we can find out the questions asked and embed them using GPT embeds which includes tokenizing, etc. Converting them to tensors ,we find the similarity ratio and provide the solution to the user.

There is currently no alternative to this that I can think of.

I would like to take this task under GSSOC'24.

What problem is this feature trying to solve?

Users not getting relevant paths or solutions to their questions asked.

How do we know when the feature is complete?

The most relevant solution is available to the user in sequence of importance (if the solution or a similar one exists)

[SDprogramer]

We both can work on this

[sanjay-kv]

Let me know @Soubeer you need to add @SDprogramer ?

[Soubeer]

We both can work on this

@SDprogramer do you mind pinging me on Discord? ID: Incident#9136

[Soubeer]

Let me know @Soubeer you need to add @SDprogramer ?

@sanjay-kv yes Sir you can add him and we can do the task together

[shrawani21]

This feature aims to solve the problem of users struggling to find relevant solutions on platforms like Stack Overflow. It proposes a search engine that uses a year-long dataset to identify similar questions and provide relevant solutions. The feature is complete when users can easily find the most relevant solution to their query.

[sanjay-kv]

Let me know @Soubeer you need to add @SDprogramer ?

@sanjay-kv yes Sir you can add him and we can do the task together

Done

[Soubeer]

do we need to add a video of the working mandatorily? the working is present as the output of our task right at the end of the code