The embassy staff is loyal to the Gaddafi regime.
The Sarajevo media quoted eye-witnesses as saying that a dozen of people entered the embassy's compound, took down the Jamahiriya flag and tore down a photo of Gaddafi.
There were no injuries in the incident. The embassy personnel were not available for comment.
The police guarding the embassy building did not intervene.