We ran into a number of issues with Neo4j. The main one was that the database would periodically get corrupted and throw exceptions when we tried to use it, for

We ran into a number of issues with Neo4j. The main one was that the database would periodically get corrupted and throw exceptions when we tried to use it, forcing us to rebuild the index. This was over a year ago though, it may have improved since then.