From their “about” page: “We do have ads. But don’t worry, you can disable Ads from your settings”

I know it’s not the same thing as being able to search within Hangouts but in case you don’t know, you can search your Hangouts history in Gmail (if you have it set to store in your Gmail) by using the search modifier “is:chat”.