The former Persepolis midfielder could not reach an agreement with the Tehran-based team.
Abdi, who joined Persepolis from Damash of Gilan in 2009, parted company with the team due to financial issues.
Abdi assisted head coach Ali Daei in winning the Iran Hazfi Cup in the past season.