Is there any note-taking software/app for video?

I usually learn things and get inspired by watching videos from YouTube, Tiktok, or online courses (I admit that video is good for learning, but not good for extracting information and reviewing).
And I found it's very complicated to take notes for videos. For now, I have to install a screenshot app to take screenshots, transfer transcripts with an online tool (and it doesn't work most of the time), and open a note-taking app to put them all in, then write down my own thoughts.

I want to know if you guys have the same pain as I do, and is there any tool that can combine video, audio, transcripts, and text together for better note-taking?