Two government soldiers and one civilian wounded following a mortar shell near Somali Presidential palace.
Djibouti embassy building and Somali finance ministry building were damaged.
Somali special force unit have been deployed in the surrounding areas are conducting operations.
It is still unclear who is responsible for the shelling.