Email-Subscription - IntelliMatch-AI-ATS
IntelliMatch AI-ATS: Application tracking system which helps aligning resume with the job description and the keywords with the help of Google Gemini Pro LLM.
IntelliMatch-AI-ATS is a state-of-the-art Streamlit application designed to empower job seekers in conquering Applicant Tracking Systems (ATS) with unmatched precision and insight. This README provides comprehensive guidance on setting up and utilizing IntelliMatch-AI-ATS to enhance your job application process.
Table of Contents
- Introduction
- Table of Contents
- Prerequisites
- Installation
- Getting Started
- Usage
- Features
- Contributing
- Email Subscription
- License
Prerequisites
Before you begin with IntelliMatch-AI-ATS, ensure you have the following prerequisites on your system:
Python 3.7
or higher- An active `Google Gemini Pro API Key
- Streamlit python package installed and configured
- The following Python packages (installable via pip):
streamlit
PyPDF2
– for processing PDF filesPillow
– for image processingpython-dotenv
– for environment variable managementpybase64
– for encoding images in base64 format
Installation
To install IntelliMatch-AI-ATS, follow these steps:
Clone the IntelliMatch-AI-ATS repository to your local machine:
git clone https://github.com/vivifyhealthcare/IntelliMatch-AI-ATS cd IntelliMatch-AI-ATS
Set up a Python virtual environment (recommended):
python -m venv venv source venv/bin/activate # For Windows, use `venv\Scripts\activate`
Install the required Python packages:
pip install -r requirements.txt
Create a
.env
file in the root directory and add yourGOOGLE_API_KEY
:GOOGLE_API_KEY='YourGoogleAPIKeyHere'
(Optional) Customize the
background.JPG
and any CSS styles in thestyles/main.css
file to personalize your application.
Getting Started
After installation, you can start ATSPro by running the Streamlit application:
streamlit run app.py
Usage
IntelliMatch-AI-ATS facilitates a variety of functionalities tailored to enhance your resume and prepare you for job applications:
Resume Match Percentage: Upload your resume and paste the job description to receive detailed feedback on how well your resume matches the job requirements.
Missing Keywords: Get a quantifiable match percentage indicating how closely your resume aligns with the job description, along with matched and missing keywords.
Skills Improvement: Receive suggestions on skills to improve or acquire based on the job description and your current resume.
Customization Tips: Obtain tailored advice on editing your resume bullet points to better match the job description.
Interview Prep: Access custom-generated interview questions and suggested answers based on your resume and the job role.
Features
Resume to Job Description Matching: Utilizes Google’s Generative AI to compare your resume against job descriptions, identifying strengths and areas for improvement.
Interactive UI: Streamlit-powered interface for easy upload of resumes, input of job descriptions, and interaction with the application’s features.
Dynamic Content Generation: Generates custom content such as interview prep questions and resume customization tips using advanced AI models.
Visual Customizations: Supports background image customization and CSS styling for a personalized user experience.
Email Subscription
Features
- Subscription: Users can subscribe using their email address to receive notifications.
- Login: Existing users can log into the system by providing their credentials.
Installation
To run this application, run the main.py
file and install the required Python packages.
pip install streamlit requests
After installation, you can start ATSPro by running the Streamlit application:
streamlit run app.py
Subscribing
- Enter your email in the ‘Enter Your Email’ input box id it’s your first time accessing IntelliMatch-AI-ATS.
- Click the ‘Subscribe’ button to subscribe and an email will be sent with signup and otp subscription.
Contributing
Contributions to IntelliMatch-AI-ATS are welcome! If you’d like to contribute, please follow these steps:
- Fork the repository to your own GitHub account.
- Create a new branch for your feature or bug fix.
- Commit your changes and push them to your fork.
- Submit a pull request with a clear description of your changes.