The app looks just like the Google Keep site, but it works offline. This means that you can access your notes or create new notes even if you don't have an Internet connection. Unfortunately, you can't insert images when you're offline. Another limitation is that new notes aren't uploaded in the background when you're back online, so you need to open the app.
{ via Chrome Blog }