Integrate the Hugging Face API with the Schedule API

Setup the Hugging Face API trigger to run a workflow which integrates with the Schedule API. Pipedream's integration platform allows you to integrate Hugging Face and Schedule remarkably fast. Free for developers.

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Popular Ways to Connect Hugging Face with Schedule#

Document Question Answering with Hugging Face API on Custom Interval from Schedule API

Schedule + Hugging Face

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Document Question Answering with Hugging Face API on Daily schedule from Schedule API

Schedule + Hugging Face

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Document Question Answering with Hugging Face API on Monthly Schedule from Schedule API

Schedule + Hugging Face

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Document Question Answering with Hugging Face API on Weekly schedule from Schedule API

Schedule + Hugging Face

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Image Classification with Hugging Face API on Custom Interval from Schedule API

Schedule + Hugging Face

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Popular Hugging Face and Schedule Triggers#

Custom Interval from the Schedule API

Trigger your workflow every N hours, minutes or seconds.

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Daily schedule from the Schedule API

Trigger your workflow every day.

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Monthly Schedule from the Schedule API

Trigger your workflow on one or more days each month at a specific time (with timezone support).

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Weekly schedule from the Schedule API

Trigger your workflow on one or more days each week at a specific time (with timezone support).

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Popular Hugging Face and Schedule Actions#

Document Question Answering with the Hugging Face API

Want to have a nice know-it-all bot that can answer any question?. This action allows you to ask a question and get an answer from a trained model. See the docs.

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Image Classification with the Hugging Face API

This task reads some image input and outputs the likelihood of classes. This action allows you to classify images into categories. See the docs.

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Language Translation with the Hugging Face API

This task is well known to translate text from one language to another. See the docs.

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Object Detection with the Hugging Face API

This task reads some image input and outputs the likelihood of classes and bounding boxes of detected objects. See the docs.

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Text Classification with the Hugging Face API

Usually used for sentiment-analysis this will output the likelihood of classes of an input. This action allows you to classify text into categories. See the docs.

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Overview of Hugging Face#

The Hugging Face API provides access to a vast range of machine learning models, primarily for natural language processing (NLP) tasks like text classification, translation, summarization, and question answering. It lets you leverage pre-trained models and fine-tune them on your data. Using the API within Pipedream, you can automate workflows that involve language processing, integrate AI insights into your apps, or respond to events with AI-generated content.

Connect Hugging Face#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    hugging_face: {
      type: "app",
      app: "hugging_face",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://huggingface.co/api/whoami-v2`,
      headers: {
        Authorization: `Bearer ${this.hugging_face.$auth.access_token}`,
      },
    })
  },
})

Overview of Schedule#

The Schedule app in Pipedream is a powerful tool that allows you to trigger workflows at regular intervals, ranging from every minute to once a year. This enables the automation of repetitive tasks and the scheduling of actions to occur without manual intervention. By leveraging this API, you can execute code, run integrations, and process data on a reliable schedule, all within Pipedream's serverless environment.

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