Integrate Hugging Face and AWS S3 Storage to automate workflows with scalable backend
Connect Hugging Face and AWS S3 Storage 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 AWS S3 Storage
Popular Templates With Hugging Face and AWS S3 Storage
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.
AWS S3 Storage NODES
Base64 File Loader
Fetch file from AWS S3 bucket in Base64 format.
script
Create File
Create a file with the given content in AWS S3 bucket.
script
Generate Public URL
Make a file in S3 bucket publically accessible and return its public URL
script
Generate Signed URL
Generate a public signed URL for a specific file in an AWS S3 bucket
script
Upload Base64 File
Uploads a Base64 file to AWS S3 bucket.
script
Upload File from External URL
Uploads a file from an external URL to AWS S3.
script
Zip Folder
Zips an existing folder in S3 bucket folder and returns a download url.
script
Blog posts & Tutorials
Recommended
Reads
Below are recommneded blogs that will help in your journey
Support
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