If the brakes "went out" and don't work, then yeah, you likely lost pressure. I would check all over for a leak first.
Check the rear brakes inside the drum as well. The fluid can leak at the brake cylinder on the inside of the drum assembly. If this is where the leak is, there are rebuild kits on the market to get you back in running order quickly.
Hope this helps! Keep us posted.