1. A method comprising: receiving a query from a user in a web browser; performing a web search for the query with a processor; displaying search results of the web search in a toolbar of the web browser, at least one of the search results in the toolbar including a refinement option, the refinement option including at least one of a show me more like this refinement option and a show me less like this refinement option; receiving a selected refinement option from the user with a user interface; and displaying refined search results in the toolbar based on the selected refinement option.