ResumeAI

ResumeAI is an intelligent resume creation tool that leverages Large Language Models (LLMs) to automatically generate 000s of tailored resumes and cover letters for specific job descriptions. It works as a wrapper for rendercv, enhancing its capabilities with AI-powered content generation.

Key Features

AI-Powered Resume Generation: Automatically creates tailored resumes for specific job descriptions using LLMs of your choice (Bedrock and OpenAI are supported)
Smart Resume Matching: Compares both your current and newly generated resume against job requirements with detailed scoring
Multiple Input Methods: Process job descriptions from:
- Text files (.txt)
- Online job postings (via URLs)
Cover Letter Generation: Optional automated creation of personalized cover letters
AI Detection Avoidance: Integration with WordAI for content rewriting (optional) to avoid AI detection tools
Visual Match Scoring: Clear visual representation of how well your resumes match job requirements
Multiple Output Formats: Generates both YAML and PDF versions of your resume

Quickstart

run poetry install to set up dependencies
put your old CVs into app/user_data/resumes directory
update config.json with:

the path to your old CV
your name
operating mode
your theme. Check out themes here: https://github.com/rendercv/rendercv/tree/main/examples

Configure your setup in config.json:

{
  "name": "Your Name",
  "current_resume_name": "your-current-resume.pdf",
  "mode": "files",  // or "links"
  "theme": "chosen-theme",
  "target_highlights_length_words": 50,  // optional
  "wordai_api_key": "",  // optional
  "multiple_pages": false,
  "write_cover_letter": false
}

Configuration Options

mode: Choose between:
- files: Process job descriptions from text files
- links: Process job descriptions from URLs
theme: Select from available rendercv themes
target_highlights_length_words: Set target word count for experience highlights
wordai_api_key: Optional API key for WordAI integration to avoid AI detection
multiple_pages: Allow resume to span multiple pages if needed
write_cover_letter: Enable automatic cover letter generation

Usage

Place your current resume(s) in user_data/resumes_old/
Choose your operating mode:
- For files mode: Add job descriptions as .txt files in user_data/job_descriptions/
- For links mode: Add job posting URLs to job_descriptions/job_links.json
Run the application

Directory Usage

user_data/resumes_old/: Store your current resume(s) in PDF format
user_data/job_descriptions/: Place job descriptions as individual .txt files (filename will be used for the new resume)
user_data/job_descriptions_processed/: Automatic storage for processed job descriptions
YOUR_NAME_CV.yaml: Template file that can be customized for the AI generation process

Advanced Features

Resume Matching Analysis: Visual comparison of how well both old and new resumes match job requirements
Custom Instructions: Ability to specify length and format preferences
Automatic File Management: Processed job descriptions are automatically organized
PDF Generation: Automatic conversion of YAML to professionally formatted PDF resumes

Notes

You can move processed job descriptions back to user_data/job_descriptions to reprocess them
The YAML template (YOUR_NAME_CV.yaml) can be manually edited for customization
Job description filenames are used to name the generated resumes

rsenthilkumar6/ResumeAI