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I was leaning towards Neo4j as it had support for graph algorithms such as WCC, louvain etc

What would be a good alternative for it?

Blazegraph / amazon neptune (they’re the same thing)

Or checkout tinkerpop and the databases that support it.

Not really, they don't support graph algorithms.

They are not the same thing. The BlazeGraph team was acqui-hired into the AWS Neptune team, but Neptune is not based on BlazeGraph tech.

Oh, I misunderstood that then. I thought it was a plain servicification.