Place the rhubarb in a pan along with all the other ingredients up to and including the vanilla, bring to the boil. Combine the agar-agar with the water, add to the pan and cook for approx. 2 mins. while stirring. Divide the compote between the jars, leave to cool.
Spoon the yogurt on top of the compote, then add the granola. Serve immediately.