Similar Sentence Detection Using Sentence Embeddings

[A-Akhil]

Description

This change includes the implementation of sentence similarity checks across nearly 35 different algorithms, providing a comprehensive range of distance metrics and similarity measurements. These updates enhance the project’s functionality by supporting more accurate and diverse comparisons between sentences. The changes also include code refactoring and documentation updates to reflect these new additions and improvements.

Fixes #1333

Type of change

• Added a new machine learning framework, library, or software.
• Documentation update

Checklist:

• My code follows the style guidelines of this project
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings

[github-actions]

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. In the meantime, please ensure that your changes align with our CONTRIBUTING.md. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

[A-Akhil]

@sanjay-kv Kindly go though this PR and let me know if there is any changes to be done