The fatty acid synthase complex is a multi-enzyme protein complex responsible for the synthesis of fatty acids from acetyl-CoA and malonyl-CoA, using NADPH as a reducing agent. This complex plays a crucial role in lipid metabolism and is vital for producing long-chain fatty acids that are essential for various cellular functions, including energy storage and membrane formation.