Text embeddings are different from word embeddings in that they give you one embedding for an entire text, whereas word embeddings give you embeddings for individual words.
For this tutorial, we assume that you're familiar with the base types of this library and how word embeddings work.
You can now either look into the tutorial about training your own models.