 So this is a quick look at the application I created in the live video and I just wanted to show it working on a remote. So here's my old phone because I'm filming with my new phone, but there I got all the thumbnails created and again, well, let me just show you I can click on a video here and starts playing that video. I can click on another video, kills that video and starts that video. I can scroll up here. I can click on this video or this video, this video, there we go. And also just want to clarify that the thumbnail generation is being done on the server side, not the client side. So the speed of the device, so even if this was like an old cheap phone, if it was slow, it's going to take just as long to generate the thumbnails as it would on a new device because the device is not generating the thumbnails. The server is, which is my desktop computer there. So again, I can click on any one of these and play the video. And directly I can do this from across the world because it's connected to the Wi-Fi and the Internet and stuff. So that's it. Thanks for watching. I hope that you have a great day.