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job_coverletter_gen

Generate tailored job cover letters based on your CV (PDF) and a job description using a locally running LLM.

Setup

  1. Install Ollama: Download and install Ollama from https://ollama.com.

  2. Download Models: Pull the llama3.2 model (or another suitable model):

    ollama pull llama3.2

  3. Install uv: Install uv for dependency management: pip install uv

  4. Create Virtual Environment:

    uv sync
source .venv/bin/activate

Usage

The generated cover letter will be printed to the notebook space as you run the cell in the notebook. You can then copy and paste it into your preferred document editor.

Adding New Models

To use a different model, pull it using ollama pull <model_name> and update the model name in the notebook job_coverletter_gen.ipynb.

Contributing

Contributions are welcome! Please open an issue or submit a pull request.