conjunctions - "Not only… but also" at the beginning of a sentence

Do we always have to use inversion when we start a sentence with "not only… but also"? For example:

Is it correct to write/say:

Not only they were tall, but also they were strong.

Or

Not only were they tall, but they were also strong.

Which one is correct?