Integrate the HumanLoop API with the AWS API

Setup the HumanLoop API trigger to run a workflow which integrates with the AWS API. Pipedream's integration platform allows you to integrate HumanLoop and AWS remarkably fast. Free for developers.

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Popular HumanLoop and AWS Triggers#

New Scheduled Tasks from the AWS API

Creates a Step Function State Machine to publish a message to an SNS topic at a specific timestamp. The SNS topic delivers the message to this Pipedream source, and the source emits it as a new event.

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New SNS Messages from the AWS API

Creates an SNS topic in your AWS account. Messages published to this topic are emitted from the Pipedream source.

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New Inbound SES Emails from the AWS API

The source subscribes to all emails delivered to a specific domain configured in AWS SES. When an email is sent to any address at the domain, this event source emits that email as a formatted event. These events can trigger a Pipedream workflow and can be consumed via SSE or REST API.

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New Deleted S3 File from the AWS API

Emit new event when a file is deleted from a S3 bucket

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New DynamoDB Stream Event from the AWS API

Emit new event when a DynamoDB stream receives new events. See the docs here

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Popular HumanLoop and AWS Actions#

CloudWatch Logs - Put Log Event with the AWS API

Uploads a log event to the specified log stream. See docs

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DynamoDB - Create Table with the AWS API

Creates a new table to your account. See docs

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DynamoDB - Execute Statement with the AWS API

This operation allows you to perform transactional reads or writes on data stored in DynamoDB, using PartiQL. See docs

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DynamoDB - Get Item with the AWS API

The Get Item operation returns a set of attributes for the item with the given primary key. If there is no matching item, Get Item does not return any data and there will be no Item element in the response. See docs

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DynamoDB - Put Item with the AWS API

Creates a new item, or replaces an old item with a new item. If an item that has the same primary key as the new item already exists in the specified table, the new item completely replaces the existing item. See docs

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Overview of HumanLoop#

The HumanLoop API provides a robust platform for incorporating AI and machine learning model feedback loops into applications, enabling continuous improvement of models based on human input. With Pipedream's capabilities, you can trigger workflows upon receiving data, process and analyze that data, and send it to HumanLoop to further train your AI models. This integration allows you to automate the data annotation process, handle user feedback, and improve your machine learning models over time.

Connect HumanLoop#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    humanloop: {
      type: "app",
      app: "humanloop",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://api.humanloop.com/v3/projects`,
      headers: {
        "X-API-KEY": `${this.humanloop.$auth.api_key}`,
        "accept": `application/json`,
      },
    })
  },
})

Overview of AWS#

The AWS API unlocks endless possibilities for automation with Pipedream. With this powerful combo, you can manage your AWS services and resources, automate deployment workflows, process data, and react to events across your AWS infrastructure. Pipedream offers a serverless platform for creating workflows triggered by various events that can execute AWS SDK functions, making it an efficient tool to integrate, automate, and orchestrate tasks across AWS services and other apps.

Connect AWS#

import AWS from 'aws-sdk'

export default defineComponent({
  props: {
    aws: {
      type: "app",
      app: "aws",
    }
  },
  async run({steps, $}) {
    const { accessKeyId, secretAccessKey } = this.aws.$auth
    
    /* Now, pass the accessKeyId and secretAccessKey to the constructor for your desired service. For example:
    
    const dynamodb = new AWS.DynamoDB({
      accessKeyId, 
      secretAccessKey,
      region: 'us-east-1',
    })
    
    */
  },
})

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