Born in Płońsk in the Russian Empire (today in Poland), Lavi received a religious education. In 1905 he made aliyah to Ottoman-controlled Palestine. In the same year he attended the founding convention of Hapoel Hatzair. He was later involved in the establishment of Hashomer, the Jewish defence organisation. He worked as an agricultural laborer, helping drain swamps.