MonkeyLearn

Text Analysis

Integrate the MonkeyLearn API with the Gmail (Developer App) API

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

Classify Text with MonkeyLearn API on New Attachment Received from Gmail (Developer App) API
Gmail (Developer App) + MonkeyLearn
 
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Classify Text with MonkeyLearn API on New Email Received from Gmail (Developer App) API
Gmail (Developer App) + MonkeyLearn
 
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Classify Text with MonkeyLearn API on New Labeled Email from Gmail (Developer App) API
Gmail (Developer App) + MonkeyLearn
 
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Classify Text with MonkeyLearn API on New Sent Email from Gmail (Developer App) API
Gmail (Developer App) + MonkeyLearn
 
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Extract Text with MonkeyLearn API on New Attachment Received from Gmail (Developer App) API
Gmail (Developer App) + MonkeyLearn
 
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New Attachment Received from the Gmail (Developer App) API

Emit new event for each attachment in a message received. This source is capped at 100 max new messages per run.

 
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New Email Received from the Gmail (Developer App) API

Emit new event when an email is received. This source is capped at 100 max new messages per run.

 
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New Labeled Email from the Gmail (Developer App) API

Emit new event when a new email is labeled.

 
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New Sent Email from the Gmail (Developer App) API

Emit new event for each new email sent. (Maximum of 300 events emited per execution)

 
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Classify Text with the MonkeyLearn API

Classifies texts with a given classifier. See the docs here

 
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Add Label to Email with the Gmail (Developer App) API

Add a label to an email message. See the docs

 
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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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Create Draft with the Gmail (Developer App) API

Create a draft from your Google Workspace email account

 
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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

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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 Gmail (Developer App)

With the Gmail (Developer App) API on Pipedream, you can automate a variety of email-related tasks, directly manipulating your Gmail account to streamline workflows. From sending emails programmatically to parsing new inbound messages for data extraction, the API allows for deep interaction with your Gmail inbox. Use cases include automating follow-ups, organizing your inbox with filters and labels, and synchronizing important email events with other services to act upon new information instantly.

Connect Gmail (Developer App)

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import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    gmail_custom_oauth: {
      type: "app",
      app: "gmail_custom_oauth",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://www.googleapis.com/oauth2/v1/userinfo`,
      headers: {
        Authorization: `Bearer ${this.gmail_custom_oauth.$auth.oauth_access_token}`,
      },
    })
  },
})