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Locate works great.

Locate is for file names, not file contents.

ripgrep for contents

ripgrep is fast for what it is. But indexes are faster.

Additionally, I would expect indexing to extract text contents from non-plain-text formats. (such as Recoll does)

How's its GUI? you know, because I was talking about GUI based file searching.