1. A method for index-only multi-index access in a relational database management system, comprising: determining that a query to be executed against a database requires multiple indexes; in determining that the query to be executed against the database requires the multiple indexes, determining whether one or more columns is needed for a query result, a subquery, or an inner join result; and in determining that the one or more columns is not needed for the query result, resolving the query result using one or more qualified record identifiers (RIDs) from the multiple indexes without accessing data pages of the database.