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ToolAI Tools & APIsv2.0

AWS API Gateway (ML)

by Amazon Web Services · paid · Last verified 2026-03-17

AWS-managed API gateway service for building, deploying, and scaling ML and AI APIs backed by Lambda, SageMaker, and Bedrock endpoints. AWS API Gateway provides built-in authorization, throttling, caching, and monitoring for production AI service deployments at any scale.

https://aws.amazon.com/api-gateway
B
BAbove Average
Adoption: AQuality: AFreshness: ACitations: B+Engagement: F

Specifications

License
Proprietary
Pricing
paid
Capabilities
rest-and-websocket-apis, lambda-integration, sagemaker-proxy, iam-authorization, usage-plans
Integrations
lambda, sagemaker, bedrock, cognito, cloudwatch, waf, step-functions
Use Cases
ml-model-api-exposure, serverless-ai-inference, rag-api-endpoints, real-time-prediction-apis, b2b-ai-integrations
API Available
Yes
SDK Languages
python, typescript, java, go, dotnet
Deployment
cloud, aws
Rate Limits
10,000 RPS default; configurable throttling per stage
Data Privacy
HIPAA eligible, SOC 2, ISO 27001; data in customer AWS account
Tags
api-gateway, aws, lambda, sagemaker, serverless
Added
2026-03-17
Completeness
100%

Index Score

66.8
Adoption
80
Quality
84
Freshness
82
Citations
72
Engagement
0

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