1. A computer-implemented method comprising: recording uniform resource locators (URLs) associated with web resources accessed by a user and usage details pertaining to the user's usage of the web resources, wherein the usage details consist of browsing history of a user, an amount of time spent accessing one or more URLs, frequency with which the one or more URLs are accessed, a duration between accessing the one or more URLs, and open programs running on the user's system; responsive to receiving a request to access a hostname not stored in the recorded URLs from a partial URL typed by the user into an address bar of a web browser, receiving URLs associated with web resources available at the hostname; assigning weight values to the received URLs based, at least in part, on the usage details and a similarity between the received URLs and the recorded URLs; and generating a URL suggestion from the received URLs used to access the hostname not stored in the recorded URLs based, at least in part, on the assigned weight values, wherein the generated URL suggestion is displayed to the user in the address bar of the web browser.