The incident happened on Saturday night at around 7.45 in Ducks Walk.
The victims say the man in question appeared from under the bridge with the knife above his head before running after them.
They were helped by passers-by and were not harmed.
It’s unclear whether anyone has been arrested in connection with the incident.