Usage

To use this project, you will primarily interact with its __main__ file from your terminal.

Running the Extraction Process

  1. Ensure your Ollama server is running and the required models (phi4:14b and gemma3:27b) are pulled.

  2. Activate your Poetry shell (if you haven’t already):

    poetry shell

  3. Execute the main script:

    poetry run python main.py

  4. Provide the PDF directory path: The script will prompt you to enter the path to the directory containing the PDF documents.

    Please enter the path to the directory containing the PDF documents:

    You should enter the full path to your PDF folder, for example:

    • On Windows: C:\path\to\your\pdf_documents

    • On Linux/macOS: /home/user/path/to/your/pdf_documents

Warning

Ensure the input folder contains the call for proposal PDFs. PDF filenames must include the word ‘call’ (e.g., AMIF-2024-TF2-AG-INFO-01_separator_call-…).