Reading hdf5 dataset from the web

I am a complete noob in databases. I am working on an application where the user has to access large datasets (3D CADs along with some useful labels) which goes up to 15GB. For now I have to make every user download the whole dataset during which it gets corrupted and I get the error

Opening database failed: Can't determine (bad symbol table node signature)

So it is quite painful for each one to have his own local copy of the dataset.

Is it possible to access this hdf5 data through python from the web itself? Currently the dataset is stored in an online file-sharing app.