JioNLP is a Python library for Chinese natural language processing tasks, offering preprocessing and parsing functions including named entity recognition support, time expression parsing, and general text processing utilities. It is designed as a zero-barrier toolkit for NLP developers to handle common Chinese text preparation tasks efficiently.