Added similarity score code to streamlitapp

[SubramanyamChalla24]

Pull Request Title

Related Issue

Description

Type

• Bug Fix
• [ x ] Feature Enhancement
• Documentation Update
• Code Refactoring
• Other (please specify):

Proposed Changes

• Added similarity score code to streamlitapp

Screenshots / Code Snippets (if applicable)

How to Test

Checklist

• [ x ] The code compiles successfully without any errors or warnings
• [ x ] The changes have been tested and verified
• The documentation has been updated (if applicable)
• The changes follow the project's coding guidelines and best practices
• The commit messages are descriptive and follow the project's guidelines
• All tests (if applicable) pass successfully
• This pull request has been linked to the related issue (if applicable)

Additional Information

[srbhr]

@SubramanyamChalla24 this has merge conflicts can you fix them?

[srbhr]

@SubramanyamChalla24 you forgot to add the qdrant_client in the requirements.txt

[SubramanyamChalla24]

@srbhr added the qdrant client to requirements