Soil that yields crops year after year naturally becomes depleted - plants pull out nutrients, and rainfall leaches away minerals. You definitely need to restore fertility, but the approach depends on what condition your soil is in right now.
If the bed is compacted and water pools on it after rain, you'll need to dig it over - at least shallow digging, 15 - 20 centimeters deep, to break up that dense layer. If the soil is loose and drains well, you can skip the spade. Either way, I then spread compost or well-rotted manure in a 5 - 7 centimeter layer right on top, and then mulch with leaves or grass about 10 centimeters thick. Over winter and spring, the organic matter and mulch will settle down, soil organisms will break it all down, and by planting time your soil will be soft and nutrient-rich.
Lifehack: in fall, lay cardboard or newspaper in several layers on the bed, then dump compost and mulch on top. By spring the cardboard will decompose, become part of the soil, and improve its structure. Works especially well on beds that used to have weeds or a hard crust.