Trying to create a visualization for embeddings

Hi,
I stumbled upon the same problem and I was wondering if you managed to create something? I am trying to visualise the embeddings in 2D and 3D space in the browser by uploading a JSON file.

And also, do you think T-SNE is better for visualisation of the ada embeddings (without reducing the dimensions beforehand with something like PCA)?