Its more of a web/Chrome app but make sure you have you have the latest version of WhatsApp installed then head to web.whatsapp.com to connect your browser. This service is just a this client for your phone which still holds all the conversations and messages.
Sad news for iOS users (for once it seems) but due to restrictions this is available to everyone else (Android, Windows, even Blackberry) except you.