Venezuelan security forces rearrested Juan Pablo Guanipa on Sunday, a short time following his release along with other jailed politicians.
The move is the most recent in a string of prisoner releases unveiled by the government, which comes as the US has been pushing for reforms.
In Caracas, a BBC correspondent, Norberto Paredes, is on the ground as Venezuela's government initiates the release of individuals imprisoned for political reasons.