Hugging Face

Build, train and deploy state of the art models powered by the reference open source in machine learning.

Integrate the Hugging Face API with the OpenAI (ChatGPT) API

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

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.

 
Try it
Chat with the OpenAI (ChatGPT) API

The Chat API, using the gpt-3.5-turbo or gpt-4 model. See docs here

 
Try it
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.

 
Try it
Summarize Text with the OpenAI (ChatGPT) API

Summarizes text using the Chat API

 
Try it
Language Translation with the Hugging Face API

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

 
Try it

Connect Hugging Face

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
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 OpenAI (ChatGPT)

The OpenAI API is a powerful tool that provides access to a range of
high-powered machine learning models. With the OpenAI API, developers can
create products, services, and tools that enable humanizing AI experiences, and
build applications that extend the power of human language.

Using the OpenAI API, developers can create language-driven applications such
as:

  • Natural language understanding and sentiment analysis
  • Text-based search
  • Question answering
  • Dialogue systems and conversation agents
  • Intelligent text completion
  • Text summarization
  • Text classification
  • Machine translation
  • Language generation
  • Multi-factor authentication
  • Anomaly detection
  • Text analysis

Connect OpenAI (ChatGPT)

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    openai: {
      type: "app",
      app: "openai",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://api.openai.com/v1/models`,
      headers: {
        Authorization: `Bearer ${this.openai.$auth.api_key}`,
      },
    })
  },
})