All the images get scaled down before the app computes the embeddings, so it should only take a few minutes, but definitely depends on how much you're trying to index at once.

I'm making improvements to make indexing more resilient and faster. The videos are sampled once every second. That's something I'm tweaking for better performance as well. Was considering letting the user adjust this too.

How have you tried indexing your videos so far?