Definition (recognition)
To recognize someone visually but not personally; to be familiar with someone's appearance without knowing them well.
I see him at the gym occasionally, but I only know him by sight.
I know the new neighbor by sight, but I haven't had a chance to meet them properly.
Although I only knew her by sight, I think I remember her working at that coffee shop.