Tailor4Job

Tailor4Job is a command-line tool that helps candidates tailor their resume and cover letter to specific job descriptions. By leveraging the Groq API and a specified model, Tailor4Job analyzes your resume and cover letter in relation to a job description, providing valuable insights to optimize your application for better chances of passing Applicant Tracking System (ATS) screenings.

Features

• Resume and Cover Letter Analysis: Compare your resume and cover letter with the job description to highlight relevant skills and experiences.
• Detailed Feedback: Receive in-depth insights into your strengths, areas for improvement, and specific recommendations.
• ATS Compatibility Analysis: Get an estimation of your application's compatibility with ATS, including keyword suggestions.
• Customizable Models: Use different processing models (e.g., llama3-8b-8192) for analysis. [Optional Feature]
• Flexible File Formats: Choose between .docx or .pdf output formats for tailored documents. [Optional Feature]

Installation

1. Clone the Repository:

   git clone https://github.com/InderParmar/Tailor4Job
   cd Tailor4Job

2. Create and Activate a Virtual Environment (recommended):

   python3 -m venv env
   source env/bin/activate  # On Windows use: env\Scripts\activate

3. Install Dependencies:

   pip install -r requirements.txt

4. Set Up wkhtmltopdf (for PDF output):

   • Download and install wkhtmltopdf and ensure it’s available in your system’s PATH.

5. Configure the .env File:

   • Create a .env file in the project root and add your Groq API key:

     GROQ_API_KEY=your_actual_api_key_here

Usage

Basic Analysis Command

To perform a basic analysis, run:

python main.py --model llama3-8b-8192 --output Output_Analysis.docx --analysis_mode basic GENERAL_RESUME.docx General_Cover_Letter.docx job_description.txt

Detailed Analysis Command

For a more comprehensive analysis:

python main.py --model llama3-8b-8192 --output Output_Analysis.docx --analysis_mode detailed GENERAL_RESUME.docx General_Cover_Letter.docx job_description.txt

Display Version

To check the current version of Tailor4Job:

python main.py --version

Display Help

To see all available options:

python main.py --help

Command-Line Options

• --model or -m: Specify the AI model for processing (default: llama3-8b-8192).

  python main.py --model custom-model file1.docx

• --output or -o: Specify the filename for the output (supports .docx and .pdf).

  python main.py --output tailored_resume.docx file1.docx

• --analysis_mode or -a: Choose analysis type (basic or detailed).

Inputs and Outputs

Input Files

• Resume: A .docx file with your general resume.
• Cover Letter: A .docx file with your general cover letter.
• Job Description: A .txt file containing the job description.

Output

Tailored resume and cover letter analysis results are saved as either .docx or .pdf files based on your preference.

Example Commands

Basic Analysis Example (in .docx format):

python main.py --analysis_mode basic --output basic_analysis_output.docx GENERAL_RESUME.docx General_Cover_Letter.docx job_description.txt

Detailed Analysis Example (in .pdf format):

python main.py --analysis_mode detailed --output detailed_analysis_output.pdf GENERAL_RESUME.docx General_Cover_Letter.docx job_description.txt

License

This project is licensed under the MIT License. See the LICENSE file for details.

Happy tailoring, and best of luck with your job applications!