resume-parser-python

attempts to read PDF and DOCX files and parse it into common resume sections in a JSON file

Setup

python3 -m venv venv; 
source venv/bin/activate; 
python3 -m pip install --upgrade pip; 
python3 -m pip install -r requirements.txt;

use anthropic claude to extract json structure from a pdf file

python resume_parser.py inputs/proj-mngr.pdf outputs/proj-mngr-pdf.json

use anthropic claude to extract json structure from a docx file

python resume_parser.py inputs/proj-mngr.docx outputs/proj-mngr-docx.json

verify that the extracted json files are -nearly- identical

diff outputs/proj-mngr-pdf.json outputs/proj-mngr-docx.json

compute the json-schema of the json file from the pdf json file

python compute_json_schema.py outputs/proj-mngr-pdf.json outputs/proj-mngr-pdf-schema.json

compute the json-schema of the json file from the docx json file

python compute_json_schema.py outputs/proj-mngr-docx.json outputs/proj-mngr-docx-schema.json

verify that the json-schema files are -nearly- identical

diff outputs/proj-mngr-pdf-schema.json outputs/proj-mngr-docx-schema.json

validate the proj-mngr-pdf.json data object against the resume schema

python validate_data_object.py outputs/resume-pdf.json inputs/resume-schema.json

validate the proj-mngr-docx.json data object against the resume schema

python validate_data_object.py outputs/resume-docx.json inputs/resume-schema.json