Hugging Face

Run text generation, classification, and image classification models on Hugging Face. In Appbricx, your workflows and server functions call it by name once it is connected.

Connect Hugging FaceFull reference

What you can do

8 actions, each one call from a workflow or a server function. Triggers come from your app: a row changing, a schedule or a webhook.

  • Image Classificationimage_classification
    Classify images with pre-trained models or custom categories - perfect for content moderation, automated tagging, and smart asset management
  • Text Classificationtext_classification
    Classify text into categories using Hugging Face models - includes zero-shot classification for custom categories
  • Chat Completionchat_completion
    Generate assistant replies using chat-style LLMs - perfect for FAQ bots, support agents, and content generation
  • Create Imagecreate_image
    Generate stunning images from text prompts using state-of-the-art diffusion models - perfect for marketing, product design, and creative content
  • Document Question Answeringdocument_question_answering
    Answer questions from document images using Hugging Face models
  • Language Translationlanguage_translation
    Translate text between languages using specialized Hugging Face translation models
  • Object Detectionobject_detection
    Detect and locate objects in images with precise bounding boxes - perfect for inventory management, content moderation, and automated tagging
  • Text Summarizationtext_summarization
    Generate abstractive summaries of long text using Hugging Face models - optimized for business content

Set it up

About two minutes, once per project or once for the whole workspace.

  1. Open Integrations in the builder

    Backend panel, Integrations tab, then Hugging Face. To connect it for every project, use Workspace settings, Integrations.

  2. Add your credentials

    An API key (or token) from your Hugging Face account, pasted once. It is stored encrypted and only read on the server when an action runs.

    • API key From Hugging Face's settings
  3. Call an action

    From a workflow, by integration id and action name. The call answers with success, output and, when it fails, the reason.

    Workflow
    // .workflow.js (native ctx)
export async function run(ctx) {
  const res = await ctx.integrations.invoke("hugging_face", "image_classification", {
    "classificationMode": "standard",
    "useCase": "moderation",
    "model": "<model>",
    "imageSource": "upload",
    "imageFile": "<image file>",
    "imageUrl": "<image url>",
    "customCategories": []
  });
  if (!res.success) throw new Error(res.error);
  ctx.log.info("Hugging Face answered", { output: res.output });
}

Hugging Face and its logo are trademarks of their owner, shown only to identify the service this integration connects to. Their use does not imply endorsement by, or affiliation with, that company.

Connect Hugging Face once. Every workflow can use it.

Start freeAll integrations