Of course there exist multiple graph databases, like there exist multiple sql databases or key-value stores.
RDF is in my opinion a subset of the possibilities a graph database can offer.
There are SPARQL plugins for Neo4j and many tutorials on the internet about it.
Now as mentioned by Bruno, the goal of the article is to go deeper with a simple demo application providing social network features and timelines.