A system for generating queries accesses a query history for a user. The query history includes a plurality of queries having defined query parameters. The query parameters are extracted from the plurality of queries and input into a neural network. The neural network generates an output corresponding to a predicted query the output is used to generate a predicted query and run the predicted query to generate a query result. By running the predicted query prior to a user requesting the query, results are thereby provided without lengthy processing delays when the user requests the predicted query.