Where do I find a factory in Reassembly?

As I recall, you will need to unlock the Factory in the Upgrade menu ('U'). Then, you'll need to add a Factory block to your ship. Next, in order to pick what ships to spawn from the Factory, edit your fleet ('3').
Once you have enough purple Resources, you'll be able to spawn new ships with F.