In this tutorial, we saw how we can create a stunning UI with pure Python, and deploy it with Docker. To learn more about different Streamlit widgets, see their well-documented API reference.

The most popular solution, and the most mature, is PyInstaller. PyInstaller doesn’t make the process of packaging a Python application totally painless, but it goes a long way.

To achieve this, we will use the Scikit-learn library, a free software machine learning library for Python, with two main algorithms: TF-IDF: Term frequency-inverse document frequency.