India's agriculture sector's annual budget has increased five-fold to Rs 1.25 lakh crore since 2014, Prime Minister Narendra Modi said on Friday, as he stressed that his government is focusing on progress of the farm sector and working on mission mode to reduce import dependence of food items like edible oils.