You don't strictly "download" or "install" web apps, Chrome's "installed" apps are glorified shortcuts. There is a Chrome store full of web apps. However, thanks the HTML5 and app caching, these applications will work offline.
That's not really true, it's more that installable apps can just be a glorified shortcut. The majority of apps that did that at launch of the store hurt them on that perception, I think.