Pull Request Title

Enhancements and Improvements to Workspace Information Handling

Related Issue

N/A

Description

This pull request introduces several enhancements and improvements to the workspace information handling process. It includes updates to documentation, logger improvements, logging integration into the Streamlit app, and an alternative method for calculating similarity scores.

Type

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

Proposed Changes

• Comprehensive documentation added to the get_score and get_similarity_score files.
• Updates made to the logger.py file for improved modularity.
• Logging integrated into the streamlit_app.py file.
• Feature added to calculate similarity scores without using an API in streamlit_interactive.py.

Screenshots / Code Snippets (if applicable)

How to Test

1. Pull the latest changes from this branch.
2. Verify that documentation has been updated and is comprehensive.
3. Ensure the logger.py file functions as expected in different scenarios.
4. Test logging functionality in the Streamlit app by triggering various events.
5. Verify the alternative similarity score calculation method in streamlit_interactive.py.

Checklist

• The code compiles successfully without any errors or warnings
• 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

These changes aim to improve the maintainability and functionality of the workspace information handling process. Feedback and further suggestions are welcomed.