Sentence Transformers is an easy-to-use and well-documented Python library with different models for NLP. A personal favourite.

Predicting the similarity between texts is one of the most common use cases of NLP. This articles explains and compares the most important methods in depth.

A collection of articles from 0 knowledge to full project.

This is a good place to start. Overview about the most common practices in NLP.