Evernote is the obvious answer but why isn't it working for you?

I start jotting down my notes in Sublime tabs too. If I choose to save them, they go into an Evernote notebook. "Your second brain" defines Evernote's purpose well, it functions as a long term memory for notes.

Search is simply Ctrl+Q and it also goes through images and docs as well if I'm not mistaken.