My brother is loaning me $10,000. Is it taxable when I deposit it? Does it have to be less than that to not be taxable? Is there a time frame of how it needs to be paid back?

A loan is not taxable income. The time frame in which it needs to repaid is an issue of negotiation between you and your brother.