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Does it similar query and search capabilities like Splunk or Kibana. Is it a full stack log system or just a UI?

It appears to specifically parse web server logs. Unique visitors, counts of 404 pages, etc.

Similar (in purpose) to "Awstats" or "Webalizer" that you find on almost every shared hosting account.