Add Sagemaker support (#401)
* work on sagemaker support
* fix sagemaker integration
* remove unnecessary deps
* fix default endpoint
* remove unneeded deps, fixed types
* Use conditional validation for endpoints
This was needed because the discriminated union couldn't handle the legacy case where `host` is undefined.
* add note in readme about aws sagemaker
