"do I need to set-up an LLP to take advantages of tax breaks?"
I suspect you meant to type "LLC" (an LLP is a limited liability partnership).
Regardless, there is really no tax advantage to a single-member LLC as opposed to a sole proprietorship since an LLC is a disregarded entity for federal income tax purposes.
