Predict new point

Hello,

I would like to know if it is possible to predict the cluster of a new data point using its distances to the other points with Kmedoids ?

As an example :
1) computing the distance matrix on n points
2) processing my kmedoids model using this matrix
3) predicting on the new data point after i 've computed its distances to the n first points.

In the code, i did not find the answer, it seems not to be possible.

Thanks !