I'm trying to comprehend the rationale behind it, yet I can't understand what it offers.
Vector search is absolutely available offline, it's just an array of numbers, it can be indexed however you want.
How exactly this do anything useful? Compressing text via video can't be possibly more effective than some brotli. And probably slower.
Yet data has to be uncompressed, so is it decoding video to back to vectors and performs search there? Like, wouldn't it consume even more RAM than usual vector search?
I have a strong feeling this is just fully AI-generated non-sense.