Build Hugging Face Workflows
Connect Hugging Face with hundreds of AI models, popular tools, utility functions or AI generated nodes. Automate your work faster and better than ever before - all visually with no-code ease and low-code power!
Node stack
Hugging Face Triggers & Actions
You can modify the node logic, connect additional tools or database nodes, or generate your own custom nodes using AI if an integration isn’t available.
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).
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.
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.
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.
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.
Pair Hugging Face with any App
Make use of Hugging Face's prebuilt nodes or generate your own with AI if something is missing. Pair up with 100s of other apps to build out any idea fast.
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Quick start
How to connect Hugging Face to your workflow
Step 1 — Add the Hugging Face node
Create a new workflow in BuildShip, click “Add node”, and select the actions you want to use.
Step 2 — Configure the node
Authenticate (or add your API key) and fill in the required parameters.
Step 3 — Build your flow logic
Each node in BuildShip can connect to others by using their output variables. When you reference a variable from one node in another, BuildShip automatically links them in the workflow.
Step 4 — Test your workflow
Define your starting data in the Inputs node and choose what to do with the result in the Flow Output node. Finally, run a test to see your workflow in action.
blog posts & tutorials
Recommended Reads
Below are recommneded blogs that will help in your journey
support
Need Help?
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