Using Neo4j community edition would certainly make your life easier in terms of the queries you might want to express, but for this amount of data you can get a

Using Neo4j community edition would certainly make your life easier in terms of the queries you might want to express, but for this amount of data you can get away with postgres, as you observe. If you want a simple in memory graph modelling library then check out Apache Tinkerpop. Its great.