A Python tool for analyzing the fit between a resume and a job posting, assigns a score then generates a cover letter automatically, runs with local models (ollama) or openai
Resume Analyser is a command-line tool designed for evaluating how well a given resume aligns with a specific job posting. The tool utilizes advanced language models for understanding and comparing textual content, providing a score and detailed feedback.
- Together AI - https://together.ai
- OpenAI - https://openai.com
- Ollama - https://github.com/jmorganca/ollama
- 🧠 Language Models: Integrates with OpenAI's GPT-3.5 Turbo and Ollama for natural language processing.
- 📄 Resume Parsing: Extracts text content from PDF resumes for analysis.
- 🌐 Job Site Scraping: Fetches job description content from specified URLs.
- 🎯 Scoring System: Generates a score indicating the fit between the resume and job description.
- ✉️ Cover Letter Generation: Automatically generates a cover letter if the fit is positive.
Make sure you have the following installed:
- Python 3.x
- Poetry (To install, follow the official instructions)
- Required Python packages (install using
poetry install)
First, install ollama here https://github.com/jmorganca/ollama
$ curl https://ollama.ai/install.sh | sh
$ ollama pull mistral- Clone the repository:
git clone https://github.com/navicstein/resume-checker.git
cd resume-checker- Install dependencies using Poetry:
poetry install- Set up environment variables: Create a .env file with the following content:
OPENAI_API_KEY="xxxxxxxxxxx"
DEBUG="False"
LLM_MODEL="openai" # together | ollama
TOGETHER_API_KEY="xxxxxxxxxxxx"Run the tool:
python main.py --job-url="https://xxxxxxx" --resume="./path/to/resume.pdf"- Scrape and find jobs automatically
- Auto apply for jobs if applicable after confirmation