He was born in Belluno, the son of Andreana and Livio Ricci. In 1671, he was apprenticed to Federico Cervelli of Venice. Others claim Ricci's first master was Sebastiano Mazzoni. In 1678, a youthful indiscretion led to an unwanted pregnancy, and ultimately to a greater scandal, when Ricci was accused of attempting to poison the young woman in question to avoid marriage. He was imprisoned, and released only after the intervention of a nobleman, probably a Pisani family member. He eventually married the mother of his child in 1691, although this was a stormy union.