What do you want to automate
with Hugging Face and Diffbot?
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Popular Hugging Face and Diffbot Actions#
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
Enrich a person or organization record with partial data input [See the documentation] (https://docs.diffbot.com/reference/enhancepost)
This task reads some image input and outputs the likelihood of classes. This action allows you to classify images into categories. See the docs
Automatically classify a page and extract data according to its type. See the documentation
This task is well known to translate text from one language to another. See the docs
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 Diffbot#
The Diffbot API enables you to extract structured data from web pages automatically. It transforms the chaos of the web into usable information through web scraping and natural language processing. On Pipedream, you can use Diffbot to monitor changes on websites, extract article data, or process web pages for specific information. By tapping into Pipedream’s ability to integrate with hundreds of other services, you can create powerful workflows that automate data extraction and act on the data in real-time.
Connect Diffbot#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
diffbot: {
type: "app",
app: "diffbot",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://api.diffbot.com/v4/account`,
headers: {
"Accept": `application/json`,
},
params: {
token: `${this.diffbot.$auth.api_token}`,
},
})
},
})
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