How can I search through 8,000+ saved TikTok videos efficiently?

Is there a way to search through 8,000+ saved TikTok videos more efficiently?

I have over 8,000 saved videos on TikTok, and I'm trying to find some specific videos that I saved a long time ago.

The problem is that manually scrolling through thousands of saved videos is extremely slow, especially when I don't remember the exact creator or title. I usually only remember things like approximately when I saved it, what the video was about, or maybe a few details from the video.

I know TikTok allows users to request/download their account data, but I'm wondering:

• Is there any way to search or filter my saved/favorited videos by date?
• Is there an external tool or program that can organize/search a large TikTok saved-video collection?
• Can the TikTok data export be used to build a searchable list of my saved videos?
• Has anyone dealt with a library this large and found a faster way to locate old videos?

I'm not looking to download all the videos—I mainly want a faster way to locate specific old saved videos.

Any suggestions or tools would be greatly appreciated!