There are four possible outcomes, all equally likely.
Since we know a solid was drawn from the bag we can exclude the final outcome. In two out of the three remaining outcomes the other ball is a solid.
Therefore the probability that the ball remaining in the bag is also a solid is 2/3.
Source: Traditional