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Integrate Hugging Face and Azure to automate workflows with scalable backend

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

Connect Hugging Face and Azure ->

Getting Started

How To Connect Hugging Face and Azure

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 Hugging Face and Azure

It is the node that will start your workflow execution.

Step 2: Connect Hugging Face and Azure

It is the node that will start your workflow execution.

02

Step 2: Connect Hugging Face and Azure

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.

Popular Templates With Hugging Face and Azure

Explore our popular Google Sheets & templates below. Click. Remix. Ship!

Node stack

Supported Triggers & Actions

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).

Try it ->

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.

Try it ->

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.

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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.

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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.

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Azure NODES

Azure OpenAI Assistant

Add different tools or script nodes for function calling and let the Azure AI assistant automatically choose which to execute based on the input.

script

Try it ->

Azure Openai Embedding

Generates embedding using Azure OpenAI

script

Try it ->

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"

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Got a specific question on your workflows / project or want to report a bug? Send a us a request using the "Support" button directly from your BuildShip Dashboard.

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

Get started — it's free

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

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