This describes neo4j-embedded, a Python library that lets you use the embedded Neo4j database in Python.
Apart from the reference documentation and installation instructions in this section, you may also want to take a look at Chapter 11, Using Neo4j embedded in Python applications.
The source code for this project lives on GitHub: https://github.com/neo4j/python-embedded
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