What do you want to automate

with fal.ai and Hugging Face?

Prompt, edit and deploy AI agents that connect to fal.ai, Hugging Face and 2,500+ other apps in seconds.

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Add Request to Queue with the fal.ai API

Adds a request to the queue for asynchronous processing, including specifying a webhook URL for receiving updates. See the documentation

 
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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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Cancel Request with the fal.ai API

Cancels a request in the queue. This allows you to stop a long-running task if it's no longer needed. See the documentation

 
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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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Get Request Response with the fal.ai API

Gets the response of a completed request in the queue. This retrieves the results of your asynchronous task. See the documentation

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

Connect fal.ai

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import { fal } from "@fal-ai/client"

export default defineComponent({
  props: {
    fal_ai: {
      type: "app",
      app: "fal_ai",
    }
  },
  async run({ steps, $ }) {
    fal.config({
      credentials: `${this.fal_ai.$auth.api_key}`,
    });
    const result = await fal.subscribe("fal-ai/lora", {
      input: {
        model_name: "stabilityai/stable-diffusion-xl-base-1.0",
        prompt:
          "Photo of a rhino dressed suit and tie sitting at a table in a bar with a bar stools, award winning photography, Elke vogelsang",
      },
      logs: true,
    });
    return result;
  },
})

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

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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}`,
      },
    })
  },
})

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Adyen logo
Appcues logo
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Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
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Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo