The major national biographies can be excellent sources for biographies of major, in most cases dead, philosophers.
See also the Biography and genealogy master index (Gale).
To find more in-depth information about a particular area of philosophy, there are a number of more specialized reference works that are worth consulting. Many of these available in the following series:
The following titles are useful sources of in-depth information on particular subfields of philosophy