feature: Add and use sagemaker_schema_inference_artifacts dependency for huggingface in schema builder (question-answering only)

[ShailavTaneja]

Description of changes:

feature: Add and use sagemaker_schema_inference_artifacts dependency for huggingface in schema builder (question-answering only)

Testing done:

E2E Question Answering Endpoint Mode Task validation (integ test)
Task and Model: ("bert-large-uncased-whole-word-masking-finetuned-squad", "question-answering", "ml.m5.xlarge")

tox -e py310 -- -v -s tests/integ/sagemaker/serve/test_schema_builder.py::test_model_builder_happy_path_with_task_provided_remote_schema_mode

Unit Tests

tox -e py310 -- -v -s tests/unit/sagemaker/serve/builder/test_model_builder.py

Merge Checklist

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General

• I have read the CONTRIBUTING doc
• I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
• I used the commit message format described in CONTRIBUTING
• I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
• I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

• I have added tests that prove my fix is effective or that my feature works (if appropriate)
• I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
• I have checked that my tests are not configured for a specific region or account (if appropriate)
• I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

[ShailavTaneja]

NOTE: BLOCKED UNTIL - https://github.com/aws/sagemaker-schema-inference-artifacts/pull/18 IS MERGED and v0.0.2 is released.
cc @samruds

[samruds]

NOTE: BLOCKED UNTIL - aws/sagemaker-schema-inference-artifacts#18 IS MERGED and v0.0.2 is released. cc @samruds

https://pypi.org/project/sagemaker-schema-inference-artifacts/0.0.2/

[samruds]

I would suggest moving this import to be in the try catch block where we use remote_schema_retriever and catching an import error there if module is not installed.

The reason for the suggestion is: this dependencies are extra dependencies and not all the customers want to opt in to use this feature. example: #4549