What do you want to automate

with Scale AI and Google Identity?

Prompt, edit and deploy AI agents that connect to Scale AI, Google Identity and 2,500+ other apps in seconds.

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Create Document Transcription Task with the Scale AI API

Create a document transcription task. See the documentation

 
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Create Image Annotation Task with the Scale AI API

Create an image annotation task. See the documentation

 
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Create Text Annotation Task with the Scale AI API

Create a text annotation task. See the documentation

 
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Integrate the Scale AI API with the Google Identity API
Setup the Scale AI API trigger to run a workflow which integrates with the Google Identity API. Pipedream's integration platform allows you to integrate Scale AI and Google Identity remarkably fast. Free for developers.

Overview of Scale AI

Scale AI offers an API to automate and streamline data labeling for machine learning applications, providing access to a global workforce and sophisticated tools. With Scale AI's API on Pipedream, you can integrate scalable data annotation workflows directly into your apps. Trigger tasks, manage datasets, and receive annotated data, all within Pipedream's serverless platform. This enables seamless automation of labeling tasks, integration with machine learning pipelines, and real-time updates on annotations.

Connect Scale AI

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import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    scale_ai: {
      type: "app",
      app: "scale_ai",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://api.scale.com/v1/teams`,
      headers: {
        "Accept": `application/json`,
      },
      auth: {
        username: `${this.scale_ai.$auth.api_key}`,
        password: ``,
      },
    })
  },
})

Connect Google Identity

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import axios from "axios";
import * as jsrsasign from "jsrsasign";

export default defineComponent({
  props: {
    google_identity: {
      type: "app",
      app: "google_identity",
    }
  },
  async run({ steps, $ }) {    
    const serviceAccountKey = JSON.parse(this.google_identity.$auth.service_account_key);
    const GOOGLE_OAUTH = 'https://www.googleapis.com/oauth2/v4/token';
    // add/remove your own scopes as needed
    const SCOPES = [
      'https://www.googleapis.com/auth/userinfo.email',
      'https://www.googleapis.com/auth/userinfo.profile',
      'https://www.googleapis.com/auth/cloud-platform',
      'https://www.googleapis.com/auth/cloud-identity',
    ];

    const getJwt = async function ({ client_email, private_key }, iat) {

      const header = {
        typ: 'JWT',
        alg: 'RS256',
      };

      const exp = iat + 3600;
      const payload = {
        aud: GOOGLE_OAUTH,
        iss: client_email,
        scope: SCOPES.join(' '),
        iat,
        exp,
      };

      const jwt = jsrsasign.KJUR.jws.JWS.sign(null, header, payload, private_key);
      return { jwt, exp };
    };

    const getToken = async function (serviceAccountKey) {
      const now = Math.floor(Date.now() / 1000);

      const jwtInfo = await getJwt(serviceAccountKey, now);

      const params = new URLSearchParams();
      params.append('grant_type', 'urn:ietf:params:oauth:grant-type:jwt-bearer');
      params.append('assertion', jwtInfo.jwt);

      const response = await axios.post(GOOGLE_OAUTH, params, {
        headers: {
          'Content-Type': 'application/x-www-form-urlencoded'
        }
      });

      const accessToken = response.data.access_token;
      return accessToken;
    };

    const generateOAuthToken = async function () {    
      return await getToken(serviceAccountKey);
    };

    // Call the function to generate the token
    const accessToken = await generateOAuthToken();

    // Call the Google Identity API to search for groups
    const response = await axios({
      method: "GET",
      url: "https://cloudidentity.googleapis.com/v1/groups:search",
      headers: {
        Authorization: `Bearer ${accessToken}`,
        "Content-Type": "application/json"
      },
      params: {
        query: "parent == 'customers/C046psxkn'"
      }
    })

    return response.data
  },
})

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo