# Amazon SageMaker Runtime API

**Canonical:** https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-runtime-api/  
**Provider:** Amazon SageMaker — https://apis.io/providers/amazon-sagemaker/  
**Base URL:** https://runtime.sagemaker.{region}.amazonaws.com  
**Documentation:** https://docs.aws.amazon.com/sagemaker/latest/dg/API_runtime_InvokeEndpoint.html

Amazon SageMaker Runtime API is one of 9 APIs that [Amazon SageMaker](https://apis.io/providers/amazon-sagemaker/) publishes on the [APIs.io](https://apis.io/) network. Tagged areas include Inference, Runtime, and Machine-Learning. The published artifact set on APIs.io includes API documentation.

The Amazon SageMaker AI runtime API for invoking deployed model endpoints to get real-time inference predictions.

## Machine-readable artifacts (10)

- **Documentation** — https://docs.aws.amazon.com/sagemaker/latest/dg/API_runtime_InvokeEndpoint.html
- **APIsJSON** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/apis.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-audit-endpoint-fleet-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-deploy-existing-model-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-deploy-model-to-endpoint-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-inventory-models-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-provision-notebook-instance-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-register-latest-completed-training-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-train-and-poll-job-workflow.yml
- **Arazzo** — https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/arazzo/amazon-sagemaker-train-then-deploy-workflow.yml

## Other Amazon SageMaker APIs (8)

- [Amazon SageMaker Feature Store Runtime API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-feature-store-runtime-api/)
- [Amazon SageMaker Metrics Service API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-metrics-service-api/)
- [Amazon SageMaker Geospatial API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-geospatial-api/)
- [Amazon SageMaker Edge Manager API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-edge-manager-api/)
- [Amazon SageMaker Endpoints API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-endpoints-api/)
- [Amazon SageMaker Models API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-models-api/)
- [Amazon SageMaker Notebook Instances API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-notebook-instances-api/)
- [Amazon SageMaker Training Jobs API](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-training-jobs-api/)

## Tags

Inference, Runtime, Machine-Learning

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/amazon-sagemaker/amazon-sagemaker-runtime-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/amazon-sagemaker/.