Integrate the MonkeyLearn API with the ServiceNow API

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

Popular MonkeyLearn and ServiceNow Actions#

Classify Text with the MonkeyLearn API

Classifies texts with a given classifier. See the docs here

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Create Table Record with the ServiceNow API

Inserts one record in the specified table.

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Extract Text with the MonkeyLearn API

Extracts information from texts with a given extractor. See the docs here

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Get Table Record By SysId with the ServiceNow API

Retrieves the record identified by the specified sys_id from the specified table.

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Upload Training Data with the MonkeyLearn API

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

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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 ServiceNow#

The ServiceNow API enables developers to tap into the robust capabilities of ServiceNow's IT service management platform. With the API, you can create, read, update, and delete records, manage workflows, and integrate with other services. By leveraging these capabilities, you can automate routine tasks, sync data across multiple platforms, and enhance operational efficiencies.

Connect ServiceNow#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    servicenow: {
      type: "app",
      app: "servicenow",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://${this.servicenow.$auth.instance_name}.service-now.com/api/now/table/incident`,
      headers: {
        Authorization: `Bearer ${this.servicenow.$auth.oauth_access_token}`,
      },
    })
  },
})