Blue Springs is a village in Union County, Mississippi, United States. The population was 144 at the 2000 census. Located near Tupelo in northeastern Mississippi, the village is the site of Toyota's eighth North American vehicle assembly plant, slated to produce the company's Prius hybrid vehicle beginning in 2010 . Groundbreaking for the facility was held on April 18, 2007.