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I'd also suggest sphinxsearch. It's fast, efficient, fairly simple. Downside: it's designed for SQL DBs like MySQL and PostgreSQL. There IS a way to use it with arbitrary text, but it's not very robust IMHO. http://sphinxsearch.com/
Unless there are metadata properties which contain a lot of plain text to be full-text searchable, it might be more useful to just implement the search with CouchDB map-reduce API. After all, it's CouchDB, so it's supposed to be highly scalable? Still, pre-indexing even single-word properties may be a better idea sometimes...
Implement a search engine that would index stored metadata/content.
Candidates:
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