datahoarder
Who are we?
We are digital librarians. Among us are represented the various reasons to keep data -- legal requirements, competitive requirements, uncertainty of permanence of cloud services, distaste for transmitting your data externally (e.g. government or corporate espionage), cultural and familial archivists, internet collapse preppers, and people who do it themselves so they're sure it's done right. Everyone has their reasons for curating the data they have decided to keep (either forever or For A Damn Long Time). Along the way we have sought out like-minded individuals to exchange strategies, war stories, and cautionary tales of failures.
We are one. We are legion. And we're trying really hard not to forget.
-- 5-4-3-2-1-bang from this thread
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So like indexed text files? I don't understand what's the benefit of encoding text into videos.
tl;dr - By using this very strange file format, you can functionally have access to the vast power of a vector database, but with the local simplicity of sqlite.
If I'm understanding this correctly: if you wanted to do a simple search for exact text strings, and that was all that you needed, then yes, you should probably use something like an sqlite database to index and query from.
However, if you are working with massively large data sets, and you need a vector database (for contextual or semantic searches) - well, that's a next level tier of complexity. At that point, you need a vector database server.
What this thing does, however, is format your data into what they call "video" (but realistically would probably look like static if you were to actually play it in VLC). Then...
... I think it's hooking into some similarities between vector databases and video processing, and then using the mature video processing technology to process the "video" at lightning-fast speeds. And you get all of that contextual power without relying on a cloud-based vector database server.
(To be clear, I'm doing a lot of hand-waving over the "similarities between vector databases and video processing" here - perhaps somebody with a computer science degree, or an autistic savant, can explain why this works the way that it does.)