He was going to get them from the muslims in the Philippines.
Yes, I know who he thought would be his supplier.
But the more important question is to whom he thought he was selling the weapons. The FBI agent was posing as somebody in the US who wanted to get these weapons for use in the US. So what exactly was the group the FBI agent was pretending to represent?