Feature: Streamlit Interactive v1.0

imhalcyon commented 9 months ago

Pull Request Title

Interactive streamlit application with file upload and new column based UI

Related Issue

N/A

Description

This new interactive streamlit application allows users to directly upload or drag-and-drop the PDF files using streamlit's file_uploader component. The application also includes a new UI to allow side-by-side comparisons for each of the following:

Parsed Data
Extracted Keywords
Extracted Entities
Keywords & Values
Key Topics

Type

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

Proposed Changes

N/A

Screenshots / Code Snippets (if applicable)

Landing Page:

Notification while uploading a file - Also includes a spinner to show progress:

After processing:

Each component holds the grid layout to avoid overlap for easy comparison: Only 1 expander opened:

Both expanders opened:

The Similarity Score and common words has been pushed to the bottom section outside of the grid:

The Similarity Score also changes color based on the following rules - subject to change:

# Default color to green
score_color = "green"
if similarity_score < 60:
    score_color = "red"
elif 60 <= similarity_score < 75:
    score_color = "orange"

How to Test

Execute pip install -r requirements.txt to upgrade streamlit and other dependencies
Include config.yml file if similarity score needs to be calculated
Execute streamlit run streamlit_interactive.py
Upload/Drag-and-drop the resume and job description PDF
Done

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)
[X] The changes follow the project's coding guidelines and best practices
[X] The commit messages are descriptive and follow the project's guidelines
[X] All tests (if applicable) pass successfully
[ ] This pull request has been linked to the related issue (if applicable)

Additional Information

Devasy23 commented 9 months ago

Hi there! Firstly, huge thanks for your contributions and effort! I've gone through the recent commit, and I noticed a few things that might need some adjustments:

The extracted entities graphs seem a bit stretched. I wonder if setting the layout to "wide" might enhance the visualization. You can check the screenshot .
I observed that the key topics are currently being extracted only from the job description and not from the resume. Ideally, having key topics from both sources would provide a more comprehensive analysis. Although keywords and values are accurately extracted from the resume, the same isn't happening for the JD.
One thing I noticed during my run was that the score wasn't displayed. Understanding the match score is crucial, so I'm wondering if there's a reason why it's not visible.