Do I Need JDK 11 and Apache Spark to Use Zingg for Entity Resolution After Pip Install?

Hello all! I want to use Zingg on my local machine to perform entity resolution on a simple pandas dataframe to begin. Is it enough to install it with "pip install zingg"? Or do I have to follow the instructions here and install JDK 11.0.23 + Apache Spark - version spark-3.5.0-bin-hadoop3? What's the difference between installing the Python package with pip and "installing from release"?