Amazon Augmented AI Runtime

amazonaws · Cloud

Cloud No Auth Free & Open cloud Sandbox

Amazon Augmented AI (Amazon A2I) adds the benefit of human judgment to any machine learning application. When an AI application can't evaluate data with a high degree of confidence, human reviewers can take over. This human review is called a human review workflow. To create and start a human review workflow, you need three resources: a worker task template , a flow definition , and a human loop . For information about these resources and prerequisites for using Amazo

Authentication

No authentication requiredFree to use with no key needed.

Sample Requests

GET ListHumanLoops

Returns information about human loops, given the specified parameters. If a human loop was deleted, it will not be included.

https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn?NextToken=example&SortOrder=Ascending&MaxResults=1&CreationTimeAfter=example&FlowDefinitionArn=example&CreationTimeBefore=example

Hover any highlighted part to learn what it does

curl -X GET "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn?NextToken=example&SortOrder=Ascending&MaxResults=1&CreationTimeAfter=example&FlowDefinitionArn=example&CreationTimeBefore=example"

import requests
params = {
    "NextToken": "example",
    "SortOrder": "Ascending",
    "MaxResults": "1",
    "CreationTimeAfter": "example",
    "FlowDefinitionArn": "example",
    "CreationTimeBefore": "example"
}
response = requests.get(
    "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn",
    params=params,
)
print(response.json())

const url = new URL('https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn');
url.searchParams.set('NextToken', 'example');
url.searchParams.set('SortOrder', 'Ascending');
url.searchParams.set('MaxResults', '1');
url.searchParams.set('CreationTimeAfter', 'example');
url.searchParams.set('FlowDefinitionArn', 'example');
url.searchParams.set('CreationTimeBefore', 'example');

const response = await fetch(url); 
const data = await response.json();
console.log(data);

package main

import (
	"fmt"
	"io"
	"net/http"
	"net/url"
)

func main() {
	baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn")
	q := baseURL.Query()
	q.Set("NextToken", "example")
	q.Set("SortOrder", "Ascending")
	q.Set("MaxResults", "1")
	q.Set("CreationTimeAfter", "example")
	q.Set("FlowDefinitionArn", "example")
	q.Set("CreationTimeBefore", "example")
	baseURL.RawQuery = q.Encode()
	targetURL := baseURL.String()
	req, _ := http.NewRequest("GET", targetURL, nil)

	client := &http.Client{}
	resp, _ := client.Do(req)
	defer resp.Body.Close()
	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "json"

uri = URI("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn")
uri.query = URI.encode_www_form({
  "NextToken" => "example",
  "SortOrder" => "Ascending",
  "MaxResults" => "1",
  "CreationTimeAfter" => "example",
  "FlowDefinitionArn" => "example",
  "CreationTimeBefore" => "example"
})

http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"

req = Net::HTTP::Get.new(uri)

res = http.request(req)
puts JSON.parse(res.body)

<?php
$url = "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops#FlowDefinitionArn?" . http_build_query([
    "NextToken" => "example",
    "SortOrder" => "Ascending",
    "MaxResults" => "1",
    "CreationTimeAfter" => "example",
    "FlowDefinitionArn" => "example",
    "CreationTimeBefore" => "example"
]);
$opts = ["http" => [
    "method" => "GET",
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));

GET DescribeHumanLoop

Returns information about the specified human loop. If the human loop was deleted, this operation will return a ResourceNotFoundException error.

https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}

Hover any highlighted part to learn what it does

curl -X GET "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}"

import requests
response = requests.get(
    "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}",
)
print(response.json())

const url = 'https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}';

const response = await fetch(url); 
const data = await response.json();
console.log(data);

package main

import (
	"fmt"
	"io"
	"net/http"
)

func main() {
	targetURL := "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}"
	req, _ := http.NewRequest("GET", targetURL, nil)

	client := &http.Client{}
	resp, _ := client.Do(req)
	defer resp.Body.Close()
	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "json"

uri = URI("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}")

http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"

req = Net::HTTP::Get.new(uri)

res = http.request(req)
puts JSON.parse(res.body)

<?php
$url = "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops/{HumanLoopName}";
$opts = ["http" => [
    "method" => "GET",
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));

POST StartHumanLoop

Starts a human loop, provided that at least one activation condition is met.

https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops

Hover any highlighted part to learn what it does

curl -X POST "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops"

import requests
response = requests.post(
    "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops",
)
print(response.json())

const url = 'https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops';

const response = await fetch(url, {
  method: 'POST',
}); 
const data = await response.json();
console.log(data);

package main

import (
	"fmt"
	"io"
	"net/http"
)

func main() {
	targetURL := "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops"
	req, _ := http.NewRequest("POST", targetURL, nil)

	client := &http.Client{}
	resp, _ := client.Do(req)
	defer resp.Body.Close()
	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "json"

uri = URI("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops")

http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"

req = Net::HTTP::Post.new(uri)

res = http.request(req)
puts JSON.parse(res.body)

<?php
$url = "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker-a2i-runtime/2019-11-07/human-loops";
$opts = ["http" => [
    "method" => "POST",
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));

Postman Setup Guide

Get Postman ↗

See official documentation for authentication and setup.

What can you build with Amazon Augmented AI Runtime?

Amazon Augmented AI Runtime is a Cloud API. Developers commonly use cloud APIs for:

provisioning and managing cloud infrastructure
automating deployments and container orchestration
monitoring uptime and performance metrics
managing storage buckets and databases
setting up auto-scaling and load balancing

No authentication required. This API is open — no signup or key needed. Ideal for quick prototypes and public-facing features. Amazon Augmented AI Runtime is free to use, making it a low-risk choice to experiment with.

New to APIs? Read our beginner's guide · Learn about API keys · What is REST?

Open documentation ↗