Agri residue has emerged as a treasured and renewable raw material for Bio Pellet production. This residue, generated from agricultural activities such as crop harvesting and processing, can be efficaciously harnessed to generate easy and sustainable energy. Agri residue, such as crop stalks, straw, and husks, possesses high lignocellulosic content and power potential. Through advanced technologies like biomass gasification, pyrolysis, or fermentation, agri residue can be converted into biofuels like stable biomass pellets. These biofuels can be utilized for electrical energy generation, industrial and residential heating, or other heat generation purposes, decreasing the reliance on fossil fuels and minimizing greenhouse gas emissions. By using agri residue as a raw material for bioenergy production, we not only minimize agricultural waste and its environmental impact but also promote rural development and create extra earnings streams for farmers. This strategy showcases the importance of integrating agriculture and renewable energy sectors, contributing to a sustainable and climate-resilient future.