I am trying to query documents in index by exact date, i tried term query also but no luck, is there a way I can do it.
You can do this with a filter, see https://www.elastic.co/guide/en/elasticsearch/reference/2.3/query-filter-context.html
Otherwise, provide more info. What have you tried? What does it look like? How does it not work for you? What do you expect?