Battle of Talas wasn't their first encounter with the "Muslims" . As the Muslims began invading that region since 715. But they may have not known a lot about the Arabs in this case the "Abbasids" but the Chinese forces fought against the Muslims twice first in 715 second in 717. But maybe they had minimal knowledge of the Muslims and only "heard" their "power"