Integrate BuildShip Database and Hugging Face to automate workflows and backend

Connect BuildShip Database 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 BuildShip Database and Hugging Face

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Step 1: Add Trigger Node

It is the node that will start your workflow execution.

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

01

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

02

Step 2: Connect BuildShip Database and Hugging Face

It is the node that will start your workflow execution.

Step 2: Connect BuildShip Database and Hugging Face

It is the node that will start your workflow execution.

02

Step 2: Connect BuildShip Database and Hugging Face

It is the node that will start your workflow execution.

03

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

03

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

04

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

04

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

Node stack

Supported Triggers & Actions

BuildShip Database NODES

Add Object to Array

Adds an object to an existing array in a Firestore document

BuildShip Document Count

Get the count of documents in a collection for a given filter

Collection Query

Get documents of a query in Firestore with multiple filters. See [documentation](https://docs.buildship.com/basics/buildship-tables#querying-collection) for full details.

Create Document

Creates or updates a document in a specified Firestore collection

Delete Document

Delete a document from a BuildShip's Firestore collection

Field Average

Average of field in collection for given filter

Field Sum

Sum of field in collection for given filter

Get Document

Fetch a document from BuildShip's Firestore DB by its collection name and ID

script

Get Field Value

Fetches a specific field value from a document in a BuildShip's Firestore collection

script

Query Count

Get server count of a query in Firestore with multiple filters

script

Update Field Value

Updates a field value in BuildShip's Firestore document with a given object

script

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).

script

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.

script

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.

script

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.

script

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.

script

Blog posts & Tutorials

Recommended
Reads

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BIGGEST ideas
in the *simplest* of ways.

Start building your BIGGEST ideas in the *simplest* of ways.