Resume Tailoring System with Gemini AI

An AI-powered resume tailoring application that uses Google's Gemini AI to customize resumes for specific job descriptions.

Installation

1. Clone the repository:

git clone https://github.com/Juanfi8/anti-hal-system.git
cd anti-hal-system

2. Install dependencies:

pip install -r requirements.txt

3. Set up your environment variables:

cp .env.example .env
# Edit .env and add your GEMINI_API_KEY

Usage

Command Line Interface

Basic usage:

python resume_tailor.py <resume_path> <job_description_path> [output_path]

Example:

python resume_tailor.py data/sample_resume.json data/sample_job_description.json
# Output will be saved to output/tailored_resume.json by default

# Or specify a custom output path:
python resume_tailor.py data/sample_resume.json data/sample_job_description.json custom_output.json

Programmatic Usage

from resume_tailor import tailor_resume, read_json_file, prepare_resume_context

# Tailor a resume (saves to output/tailored_resume.json by default)
tailored_resume = tailor_resume(
    resume_path="data/sample_resume.json",
    job_description_path="data/sample_job_description.json"
)

# Or specify a custom output path:
tailored_resume = tailor_resume(
    resume_path="data/sample_resume.json",
    job_description_path="data/sample_job_description.json",
    output_path="output/tailored_resume.json"
)

# Read JSON files separately
resume = read_json_file("data/sample_resume.json")
job_desc = read_json_file("data/sample_job_description.json")

# Prepare context for custom processing
context = prepare_resume_context(
    "data/sample_resume.json",
    "data/sample_job_description.json"
)

JSON Format

Resume JSON Structure

{
  "personal_info": {
    "name": "Your Name",
    "email": "your.email@example.com",
    "phone": "+1-555-0123",
    "location": "City, State",
    "linkedin": "linkedin.com/in/yourprofile",
    "github": "github.com/yourprofile"
  },
  "professional_summary": "Your professional summary here...",
  "skills": ["Skill1", "Skill2", "Skill3"],
  "experience": [
    {
      "title": "Job Title",
      "company": "Company Name",
      "location": "City, State",
      "start_date": "YYYY-MM",
      "end_date": "YYYY-MM or Present",
      "responsibilities": ["Responsibility 1", "Responsibility 2"]
    }
  ],
  "education": [
    {
      "degree": "Degree Name",
      "institution": "University Name",
      "location": "City, State",
      "graduation_date": "YYYY-MM"
    }
  ],
  "projects": [
    {
      "name": "Project Name",
      "description": "Project description",
      "technologies": ["Tech1", "Tech2"]
    }
  ],
  "certifications": ["Certification 1", "Certification 2"]
}

Job Description JSON Structure

{
  "job_title": "Job Title",
  "company": "Company Name",
  "location": "City, State",
  "job_type": "Full-time/Part-time/Contract",
  "description": "Job description...",
  "responsibilities": ["Responsibility 1", "Responsibility 2"],
  "required_qualifications": ["Qualification 1", "Qualification 2"],
  "preferred_qualifications": ["Preferred 1", "Preferred 2"],
  "technical_skills": ["Skill1", "Skill2"]
}

Sample Data

The repository includes sample files in the data/ directory:

• sample_resume.json: Example resume
• sample_job_description.json: Example job description