One of the more interesting things on my $work 'to do' list is something very similar, but for a much higher number of documents. I plan to investigate using Elasticsearch, combined with a Mojolicious front end for querying/displaying results. I'm only at the state of initial investigations into Elasticsearch, and this is to replace a legacy solution which is showing its age.