Integrate Hugging Face and JSON to automate workflows with scalable backend
Connect Hugging Face and JSON 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 JSON
Popular Templates With Hugging Face and JSON
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.
JSON NODES
Append Array to JSON File
Appends an array of objects to a JSON file. If the file or folder path doesn't exist, it creates it
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Concat Property Values
Extracts and concatenates specific property values from an array within a JSON object and returns the concatenated string.
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Extract & Join By Key
Extracts a specific key from each object within the array and concatenates the values into a single string.
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Is Valid JSON
Check if a given string is valid JSON
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JSON to CSV
Creates a CSV file from an array of JSON objects, stores it in the GCP Storage Bucket, and returns the public download URL.
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Parse JSON
Converts a JSON string back into a JavaScript object
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Stringify JSON
Convert a JSON object to a string
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Blog posts & Tutorials
Recommended
Reads
Below are recommneded blogs that will help in your journey
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