Autoencoder that takes a vector size 3, shrink it to size 2, and then reconstruct it back to vector 3 (TensorFlow)

Question

I saw this video (https://www.youtube.com/watch?v=uCaPP4blYAg) and tried to build an autoencoder on my own - using the commands I learned from class. My goal is to take a ve