Job Application AI Agent

An intelligent AI-powered tool that automates the job application process by:

1. Scraping job listings from platforms like LinkedIn
2. Analyzing job descriptions to extract key requirements
3. Automatically tailoring your CV to match job requirements
4. Generating customized cover letters

Features

• Job Scraping: Automatically search and collect job listings from LinkedIn
• Intelligent Analysis: Extract key skills and requirements from job descriptions
• CV Customization: Tailor your CV to highlight relevant skills for each job
• Batch Processing: Generate multiple tailored CVs for different jobs at once
• User-Friendly Interface: Simple web interface to control the entire process

Setup

Prerequisites

• Python 3.8+
• Chrome browser (for web scraping)

Installation

1. Clone this repository:

git clone https://github.com/yourusername/Job-apply-AI-agent.git
cd Job-apply-AI-agent

2. Run the installation script:

# On Unix-based systems (macOS, Linux)
./install.sh

# On Windows
install.bat

This will:

• Create a virtual environment
• Install all dependencies
• Download the required spaCy language model
• Install the package in development mode

Usage

Web Interface

1. Start the web interface:

# Activate the virtual environment first
source venv/bin/activate  # On Unix-based systems
venv\Scripts\activate.bat  # On Windows

# Start the web app
job-apply-ai web

2. Open your browser and go to: http://localhost:5000

3. Upload your base CV template

4. Search for jobs by entering a job title and location

5. Generate tailored CVs for all jobs or for specific jobs

Command Line

The application also provides a command-line interface:

# Scrape job listings
job-apply-ai scrape --keyword "Software Engineer" --location "Berlin" --max-jobs 5

# Generate tailored CVs for all jobs in an Excel file
job-apply-ai batch --cv path/to/cv_template.docx --jobs-file path/to/jobs.xlsx

# Generate a tailored CV for a single job description
job-apply-ai tailor --cv path/to/cv_template.docx --job path/to/job_description.txt

Project Structure

• job_apply_ai/scraper/: Job listing scraping modules
• job_apply_ai/cv_modifier/: CV customization functionality
• job_apply_ai/utils/: Utility functions and helpers
• job_apply_ai/ui/: User interface components
• job_apply_ai/outputs/: Output directories for jobs and CVs
  • job_apply_ai/outputs/jobs/: Contains Excel files with job listings
  • job_apply_ai/outputs/cvs/: Contains generated CV files

Testing

For detailed testing instructions, see TESTING_GUIDE.md.

License

MIT

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.