Integrate OpenAI and Hugging Face to automate workflows with scalable backend
Connect OpenAI and Hugging Face 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 OpenAI and Hugging Face
Popular Templates With OpenAI and Hugging Face
Explore our popular Google Sheets & templates below. Click. Remix. Ship!
Node stack
Supported Triggers & Actions
OpenAI NODES
Fetch OpenAI File
Generates a readable stream for a file stored in OpenAI Storage. Return this stream using a 'Return' node to receive it through an API endpoint (to download the file, write it to the file system, etc.)
Generate Embeddings
Generate embeddings for a given content using OpenAI text-embedding-ada-002 model
GPT-4 Vision
Use GPT-4 Vision to ask questions about images.
Image Generator
Converts text to Base64 image using OpenAI's DALL·E models.
JSON Generator
Generates text based on a given user and system prompt and always returns a JSON object using the OpenAI GPT (Turbo) APIs.
LLM Extract
Extract structured data from any text input.
LLM Extract URL
Extract structured data from any web page.
Multi-Image GPT-4 Vision
Analyses multiple images using the OpenAI GPT-4 Vision model.
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Neighbor Search
Find the nearest neighbors for a given search query using OpenAI embeddings
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OpenAI Assistant
Add different script nodes and let the AI Assistant automatically choose which to execute based on the input. Built to work with OpenAI Assistants API V2.
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OpenAI Assistant (Stream Response)
Add different script nodes and let the AI Assistant automatically choose which to execute based on the input. The node returns a streamed text response (meant to be returned back to the client) and the thread ID (to track the conversation). Built to work with OpenAI Assistants API.
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Stream Response
Send a chat message to OpenAI and return the response stream. --- If you plan on sending this stream back to the client as the response, you may want to consider adding a **Set Response Header** node following this node (and before the return node) with the key set to `content-type` and the value set to `text/plain`, to make it easier for the client to figure out how to handle the stream.
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Text Generator
Generates text using OpenAI API for a given user and system prompt
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Text to Speech
Converts text to speech using OpenAI API and returns audio in Base64.
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Whisper Speech To Text
Convert audio/speech to text using OpenAI's Whisper API.
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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).
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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.
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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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Blog posts & Tutorials
Recommended
Reads
Below are recommneded blogs that will help in your journey
Support
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