Yes, the author is likely unaware of this. They see markdown files with links, so a graph and the set of those files, so a "database".
https://neo4j.com/docs/graph-data-science/current/algorithms...
https://neo4j.com/docs/graph-data-science/current/algorithms...
Making it work less, faster, and saving tokens. Duh!