Integrate the Hugging Face API with the GitHub API

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

Popular Ways to Connect Hugging Face with GitHub#

Document Question Answering with Hugging Face API on New Branch (Instant) from GitHub API

GitHub + Hugging Face

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Document Question Answering with Hugging Face API on New Card in Column (Classic Projects) from GitHub API

GitHub + Hugging Face

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Document Question Answering with Hugging Face API on New Collaborator (Instant) from GitHub API

GitHub + Hugging Face

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Document Question Answering with Hugging Face API on New Commit (Instant) from GitHub API

GitHub + Hugging Face

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Document Question Answering with Hugging Face API on New Commit Comment (Instant) from GitHub API

GitHub + Hugging Face

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Popular Hugging Face and GitHub Triggers#

New Branch from the GitHub API

Emit new event when a branch is created See the documentation

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New Card in Column (Classic Projects) from the GitHub API

Emit new event when a (classic) project card is created or moved to a specific column. For Projects V2 use New Issue with Status trigger. More information here

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New Collaborator from the GitHub API

Emit new event when a collaborator is added See the documentation

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New Commit from the GitHub API

Emit new event when commits are pushed to a branch See the documentation

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New Commit Comment from the GitHub API

Emit new event when a commit comment is created See the documentation

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Popular Hugging Face and GitHub 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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Create Issue with the GitHub API

Create a new issue in a Gihub repo. See docs here

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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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Search Issues and Pull Requests with the GitHub API

Find issues and pull requests by state and keyword. See docs here

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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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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 GitHub#

The GitHub API is a powerful gateway to interaction with GitHub's vast web of data and services, offering a suite of endpoints to manipulate and retrieve information on repositories, pull requests, issues, and more. Harnessing this API on Pipedream, you can orchestrate automated workflows that respond to events in real-time, manage repository data, streamline collaborative processes, and connect GitHub with other services for a more integrated development lifecycle.

Connect GitHub#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    github: {
      type: "app",
      app: "github",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://api.github.com/user`,
      headers: {
        Authorization: `Bearer ${this.github.$auth.oauth_access_token}`,
        "X-GitHub-Api-Version": `2022-11-28`,
      },
    })
  },
})