constructor-jobs-backend

This repository contains code for the server-side part of the application.

Google Colab notebook with training code

GitHub repository with front-end code

Run by yourself

Docker

docker pull kruase/constructor-jobs-backend
docker run kruase/constructor-jobs-backend

Pipenv

git clone https://github.com/digital-fracture/constructor-jobs-backend
cd constructor-jobs-backend
pipenv install
pipenv run python3 server.py

Pure python 3.11

Windows (PowerShell):

git clone https://github.com/digital-fracture/constructor-jobs-backend.git
cd constructor-jobs-backend
python -m venv venv
.\venv\Scripts\Activate.ps1
pip install -r requirements.txt
python server.py

Linux / MacOS:

git clone https://github.com/digital-fracture/constructor-jobs-backend.git
cd constructor-jobs-backend
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
python3 server.py

Stack

• python 3.11 - programming language
• flask - web server engine
• flask-cors - CORS for Flask
• openpyxl - working with MS Excel (.xlsx) spreadsheets
• reportlab - generating PDF documents
• PIL - image processing
• PyTorch, catboost, transformers - model processing