metadata

license: mit
title: Resume Analyzer
sdk: streamlit
emoji: 🚀

Resume Analyzer

This application analyzes resumes using either OpenAI's language model or Docparser for field extraction. It calculates a weighted score based on skills, certifications, experience, education, and projects.

Features

Analyze single or multiple resumes.
Use OpenAI or Docparser for resume parsing.
Configure weights for different resume attributes.
View and manage stored resume scores.

Setup

Install Dependencies: Ensure you have Python installed, then run:
```
pip install -r requirements.txt
```

Download NLTK and SpaCy Models:

import nltk
nltk.download('stopwords')

import spacy
spacy.cli.download('en_core_web_sm')

Run the Application:
```
streamlit run newrequirement.py
```

Usage

Select Analysis Type: Choose between analyzing a single resume or multiple resumes in a folder.
Choose Method: Select either OpenAI or Docparser for parsing.
Enter API Keys: Provide the necessary API keys for the chosen method.
Upload Resumes: Upload the resume(s) you wish to analyze.
Configure Weights: Adjust the weights for skills, certifications, experience, education, and projects.
Analyze: Click 'Analyze' to process the resumes and view the results.

Notes

Ensure you have valid API keys for OpenAI and Docparser.
The application stores resume scores in a local SQLite database.