Search JSON documents by example

Hi,

Suppose I have a big collection of JSON documents in ES database. Is it possible to select one document and ask to search similar documents in some magic way instead of searching by terms?

https://www.elastic.co/guide/en/elasticsearch/reference/2.3/query-dsl-mlt-query.html perhaps.