What do you want to automate

with Firebase Admin and Hugging Face?

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Document Question Answering with Hugging Face API on New Child Object in a Realtime Database from Firebase Admin API
Firebase Admin + Hugging Face
 
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Document Question Answering with Hugging Face API on New Document in Firestore Collection from Firebase Admin API
Firebase Admin + Hugging Face
 
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Image Classification with Hugging Face API on New Child Object in a Realtime Database from Firebase Admin API
Firebase Admin + Hugging Face
 
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Image Classification with Hugging Face API on New Document in Firestore Collection from Firebase Admin API
Firebase Admin + Hugging Face
 
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Language Translation with Hugging Face API on New Child Object in a Realtime Database from Firebase Admin API
Firebase Admin + Hugging Face
 
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New Child Object in a Realtime Database from the Firebase Admin API

Emit new event when a new child object is discovered within a specific path

 
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New Document in Firestore Collection from the Firebase Admin API

Emit new event when a structured query returns new documents

 
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Create Document with the Firebase Admin API

Creates a New Document. See the documentation

 
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Document Question Answering with the Hugging Face API

Want to have a nice know-it-all bot that can answer any question?. This action allows you to ask a question and get an answer from a trained model. See the docs

 
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Create Firebase Realtime Database Record with the Firebase Admin API

Creates or replaces a child object within your Firebase Realtime Database. See the docs here

 
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Image Classification with the Hugging Face API

This task reads some image input and outputs the likelihood of classes. This action allows you to classify images into categories. See the docs

 
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Get Document with the Firebase Admin API

Retrieves a document from a Firestore collection. See the documentation

 
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Integrate the Firebase Admin API with the Hugging Face API
Setup the Firebase Admin API trigger to run a workflow which integrates with the Hugging Face API. Pipedream's integration platform allows you to integrate Firebase Admin and Hugging Face remarkably fast. Free for developers.

Overview of Firebase Admin

The Firebase Admin SDK API provides powerful backend functionality for Firebase apps. It allows you to interact with Firebase services like Firestore, Firebase Realtime Database, Firebase Storage, and Firebase Authentication directly from a server. With Pipedream, you can harness this API to automate complex workflows, respond to Firebase events in real-time, and integrate with countless other services.

Connect Firebase Admin

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import admin from "firebase-admin"
export default defineComponent({
  props: {
    firebase_admin_sdk: {
      type: "app",
      app: "firebase_admin_sdk",
    },
  },
  async run({ steps, $ }) {
    // Enter values for the following parameters below this code step,
    // These get passed to the initializeApp method below.
    const { 
      projectId, 
      clientEmail, 
      privateKey,
      region = "firebaseio.com",
    } = this.firebase_admin_sdk.$auth

    // Before passing the privateKey to the initializeApp constructor,
    // we have to replace newline characters with literal newlines
    const formattedPrivateKey = privateKey.replace(/\\n/g, "\n")

    // See https://firebase.google.com/docs/reference/admin/node/admin.credential.html#cert
    if (!admin.apps.length) {
      admin.initializeApp({
        credential: admin.credential.cert({
          projectId,
          clientEmail,
          privateKey: formattedPrivateKey,
        }),
        databaseURL: `https://${projectId}-default-rtdb.${region}/`,
      })
    }
  },
})

Overview of Hugging Face

The Hugging Face API provides access to a vast range of machine learning models, primarily for natural language processing (NLP) tasks like text classification, translation, summarization, and question answering. It lets you leverage pre-trained models and fine-tune them on your data. Using the API within Pipedream, you can automate workflows that involve language processing, integrate AI insights into your apps, or respond to events with AI-generated content.

Connect Hugging Face

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import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    hugging_face: {
      type: "app",
      app: "hugging_face",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://huggingface.co/api/whoami-v2`,
      headers: {
        Authorization: `Bearer ${this.hugging_face.$auth.access_token}`,
      },
    })
  },
})

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

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SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
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Checkr logo
ChartMogul logo
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Gopuff logo
Gorgias logo
LinkedIn logo
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SAS logo
Scale AI logo
Webflow logo
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