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> Solr, last I check was a bit complicated to cluster

SolrCloud, with Zookeeper, is relatively new and not too difficult to set up.

Does it still have the issue where you have to take the cluster down to create a new index or modify existing ones?

No, search for MergeIndexes or --go-live.