Integrate Hugging Face and Document AI to automate workflows with scalable backend
Connect Hugging Face and Document AI 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 Hugging Face and Document AI
Popular Templates With Hugging Face and Document AI
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).
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.
Document AI NODES
Document AI Form Parser
Form Parser allows you to automatically extract fields, values, and generic entities like names, addresses, and prices from standard forms, structuring data in tables. It's ready to use without the need for training or customization, suitable for various document types. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**
script
Document AI Invoice Parser
Extract text and values from invoices such as invoice number, supplier name, invoice amount, tax amount, invoice date, due date. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**
script
Document AI OCR
Identify and extract text in different types of documents. This processor allows you to identify and extract text, including handwritten text, from documents in over 200 language. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**
script
Document AI US License Parser
Extract fields from US Driver License, including names, dates, etc. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**
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"
💬
Join BuildShip Community ->
An active and large community of no-code / low-code builders. Ask questions, share feedback, showcase your project and connect with other BuildShip enthusiasts.
🙋
Hire a BuildShip Expert ->
Need personalized help to build your product fast? Browse and hire from a range of independent freelancers, agencies and builders - all well versed with BuildShip.
🛟
Send a Support Request ->
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.
⭐️
Feature Request ->
Something missing in BuildShip for you? Share on the #FeatureRequest channel on Discord. Also browse and cast your votes on other feature requests.
