This is a supervised text embedding algorithm which supports many pre-trained models available in MXNet and Tensorflow Hub. The following sample notebook demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms.
For detailed documentation please refer Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK <built-in-algos>