Very bright young girl, what does that mean?

All throughout high school and college, I've been labeled as a very bright young lady by professors, teachers, and counselors.

I really want to know what that exactly means... I mean random professors who don't even know my grades say that I look like a very bright young girl... Does it mean I look nerdy?
Very bright young girl, what does that mean?
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