This document discusses how search has evolved beyond traditional text search to support additional use cases like recommendations and analytics. It introduces LucidWorks' products like Solr and SiLK that leverage Hadoop to power search and discovery across large datasets. New features in Solr 4 like reduced memory usage and joins are highlighted. Demos are presented on applications in ecommerce, healthcare, and finance.