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    ats-resume-score-agent

    ats-resume-score-agent

    malkiii July 12, 2025
    3 copies 0 downloads

    A simple and fast Applicant Tracking System (ATS) resume scorer using Python and Google Gemini AI.

    Agent Definition
    # ATS Resume Score Agent
    
    A simple and fast Applicant Tracking System (ATS) resume scorer using Google Gemini AI. This tool evaluates resumes and provides structured scoring with name extraction, email detection, and some feedback.
    
    ## Features
    
    - šŸ“„ Supports PDF and Word document formats (.pdf, .docx, .doc)
    - šŸ¤– AI-powered evaluation using Google Gemini
    - šŸ“Š Structured output with scoring (0-1 scale)
    - šŸ“ˆ Excel export with detailed results
    - šŸš€ Fast batch processing
    - šŸ“ Comprehensive logging
    
    ## Project Structure
    
    ```
    ats-resume-score-agent/
    ā”œā”€ā”€ resumes/                 # Place resume files here
    ā”œā”€ā”€ output/                  # Excel output files
    ā”œā”€ā”€ .env                     # API keys
    ā”œā”€ā”€ main.py                  # Main application entry point
    ā”œā”€ā”€ job_description.txt      # Job requirements file
    ...
    ```
    
    ## Setup Instructions
    
    ### 1. Install Dependencies
    
    ```bash
    pip install -r requirements.txt
    ```
    
    ### 2. Configure API Key
    
    1. Get your Google AI API key from [Google AI Studio](https://makersuite.google.com/app/apikey).
    2. Rename `.env.sample` to `.env` file and replace `your_google_api_key_here` with your actual API key:
    
    ### 3. Add Resume Files
    
    Place your resume files (PDF, DOCX, DOC) in the `./resumes/` folder.
    
    ### 4. Run the Application
    
    ```bash
    python main.py
    ```
    
    ## Output Format
    
    The tool generates an Excel file in the `./output/` folder with the following:
    
    - **Name**: Extracted candidate name
    - **Email**: Extracted email address
    - **Score**: ATS score (0.0 to 1.0)
    - **Notes**: AI-generated evaluation notes
    - **Processing Date**: When the resume was processed
    
    ## License
    
    This project is licensed under the MIT License. See the [MIT License](LICENSE) file.
    

    Tags

    atsgeminipythonresumeresume-scannerresume-scoring

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