💡[Feature]: Similar Sentence Detection Using Sentence Embeddings

[A-Akhil]

Is there an existing issue for this?

• [X] I have searched the existing issues

Feature Description

I’d like to add a feature that helps find similar sentences in a list using sentence embeddings. The idea is to have a search function where you can enter a query, and it will return the most similar sentences from a given set, using cosine similarity.

Use Case

This feature would be really useful for people who need to search through text, like in document search or chatbots. It makes finding relevant sentences much quicker and smarter.

Benefits

Fast and easy: Helps in searching through sentences quickly and efficiently. Versatile: Can be used for anything from NLP tasks to better chatbots or recommendation

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No response

Priority

High

Record

• [X] I have read the Contributing Guidelines
• [X] I'm a GSSOC'24 contributor
• [X] I want to work on this issue

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[A-Akhil]

@sanjay-kv I would like to work on this issue, kindly please assign it to me. Please add the necessary labels, including the appropriate level