Deputies say the man was being placed into handcuffs in the courtroom, he took off running.
He then made his way to a stairwell and eventually out of the building.
The man then ran to the bus stop on Van Ness Avenue and got in a bus but deputies were able to catch up.
He was taken into custody shortly after and was given medical attention for an unknown injury.
Sheriff's deputies did not provide the suspect's name or what he was in court for.
Stay with ABC30 for the latest details on this developing story.