A dimunitive of Eve, which is derived from the Hebrew 'Chava,' meaning 'life,' and was the name of the first woman created, according to the Bible. Evie can also be a nickname for Evelyn and Evangeline.
Hebrew
From The Name Book: Over 10,000 Names - Their Meaning, Origins, and Spiritual Significance by Dorothy Astoria.