Seed Bags are containers that can hold one type of seed. When you are holding a bag containing a certain type of seed, the bag will automatically fill up with seeds you pick up. When you right-click farm ground with the bag, it will sow seeds in a 5x5 area.
When holding it, press shift and right-click to open the bag's inventory.