opensearch-project / documentation-website

The documentation for OpenSearch, OpenSearch Dashboards, and their associated plugins.
https://opensearch.org/docs
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[DOC] Document additional details on how to deploy models with the Amazon SageMaker connector #6389

Open dylan-tong-aws opened 7 months ago

dylan-tong-aws commented 7 months ago

What do you want to do?

Tell us about your request. Provide a summary of the request and all versions that are affected.

We need more details on how to use the Amazon SageMaker connector. Specifically, the models that are hosted on Amazon SageMaker need to produce a specific output format, and users need to be aware that they need to perform pre/post processing on the model serving script running on the Amazon SageMaker hosted endpoint.

Please call out explicitly, that users can use the pre-trained models that are curated in our repository as well as any custom text embedding model.

What other resources are available? Provide links to related issues, POCs, steps for testing, etc.

ylwu-amzn commented 7 months ago

@kolchfa-aws https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md