Integrate Firebase and Hugging Face to automate workflows with scalable backend

Connect Firebase and Hugging Face nodes to in your workflow. Integrate with any tool or database and ship powerful backend logic and APIs instantly - No code required!

Getting Started

How To Connect Firebase and Hugging Face

01

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

01

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

02

Step 2: Connect Firebase and Hugging Face

It is the node that will start your workflow execution.

Step 2: Connect Firebase and Hugging Face

It is the node that will start your workflow execution.

02

Step 2: Connect Firebase and Hugging Face

It is the node that will start your workflow execution.

03

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

03

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

04

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

04

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

Node stack

Supported Triggers & Actions

Firebase NODES

Firebase Auth Request

Authenticates Firebase user bearer token and add user info to context. [Full Documentation](https://docs.buildship.com/trigger-nodes/firebase-auth)

Rest API File Upload (Auth)

Create an API / HTTP endpoint to accept a file with multipart/form-data content type only from Firebase Authenticated users. Authentication is done by checking the bearer token in request header. NOTE: The trigger accepts only one file per request. [Full Documentation](https://docs.buildship.com/trigger-nodes/firebase-file-upload)

Create Firebase User

Create a new Firebase Auth User with email, full name, and password

Get User Data With Auth Token

Fetch user data from Firebase based on the auth token

Get User Data With ID

Fetch user data from Firebase Auth based given their user ID

Mark Firebase User as Verified

Mark a Firebase Auth User as verified using user id

User Exists Check

Checks if a firebase user already exists for the given email

Hugging Face NODES

Caption Image

Generate caption for the image using Hugging Face's [Salesforce/blip-image-captioning-large](https://huggingface.co/Salesforce/blip-image-captioning-large) model for image captioning pretrained on COCO dataset - base architecture (with ViT large backbone).

script

Image Classification

Get classification labels for your image using Hugging Face's [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) model which is a transformer encoder model (BERT-like) pretrained on a large collection of images in a supervised fashion, namely ImageNet-21k, at a resolution of 224x224 pixels. Next, the model was fine-tuned on ImageNet (also referred to as ILSVRC2012), a dataset comprising 1 million images and 1,000 classes, also at resolution 224x224.

script

Text Summarization

Summarize long text using Hugging Face's [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) model which is a transformer encoder-encoder (seq2seq) model with a bidirectional (BERT-like) encoder and an autoregressive (GPT-like) decoder. BART is pre-trained by (1) corrupting text with an arbitrary noising function, and (2) learning a model to reconstruct the original text.

script

Text-To-Image

Generate image from text, using Hugging Face's [openskyml/dalle-3-xl](https://huggingface.co/openskyml/dalle-3-xl) test model very similar to Dall•E 3.

script

Text-To-Music

Generate music from text using Hugging Face's [facebook/musicgen-small](https://huggingface.co/facebook/musicgen-small) model capable of generating high-quality music samples conditioned on text descriptions or audio prompts.

script

Blog posts & Tutorials

Recommended
Reads

Below are recommneded blogs that will help in your journey

Support

Need Help?

Here are some helpful resources to get you "unstuck"

Start building your
BIGGEST ideas
in the *simplest* of ways.

Start building your
BIGGEST ideas
in the *simplest* of ways.

Start building your BIGGEST ideas in the *simplest* of ways.