MonkeyLearn
Text Analysis
Integrate the MonkeyLearn API with the AWS API
Setup the MonkeyLearn API trigger to run a workflow which integrates with the AWS API. Pipedream's integration platform allows you to integrate MonkeyLearn and AWS remarkably fast. Free for developers.
Popular MonkeyLearn and AWS Triggers#
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.
Creates an SNS topic in your AWS account. Messages published to this topic are emitted from the Pipedream source.
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.
Emit new event when a DynamoDB stream receives new events. See the docs here
Popular MonkeyLearn and AWS Actions#
Extracts information from texts with a given extractor. See the docs here
Uploads data to a classifier. This component can be used to upload new data to a classifier, to update the tags of texts that have already been uploaded, or both. See the docs here
Overview of MonkeyLearn#
MonkeyLearn is a text analysis platform that employs machine learning to extract and process data from chunks of text. By leveraging the MonkeyLearn API on Pipedream, you can automate the categorization of text, extract specific data, analyze sentiment, and more, all in real-time. This enables the development of powerful custom workflows that can analyze customer feedback, automate email processing, or provide insightful analytics on textual data from various sources.
Connect MonkeyLearn#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
monkeylearn: {
type: "app",
app: "monkeylearn",
}
},
async run({steps, $}) {
const data = {
"data": [
"This is a great tool!",
]
}
return await axios($, {
method: "post",
url: `https://api.monkeylearn.com/v3/classifiers/cl_pi3C7JiL/classify/`,
headers: {
"Authorization": `Token ${this.monkeylearn.$auth.api_key}`,
"Content-Type": `application/json`,
},
data,
})
},
})
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',
})
*/
},
})