Document Question Answering with Hugging Face API on New Coupon Event (Instant) from WooCommerce API

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New Coupon Event (Instant) from the WooCommerce API

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Document Question Answering with the Hugging Face API

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Getting Started#

This integration creates a workflow with a WooCommerce trigger and Hugging Face action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Coupon Event (Instant) trigger
1. Connect your WooCommerce account
2. Select one or more Event topics
Configure the Document Question Answering action
1. Connect your Hugging Face account
2. Select a Model ID
3. Configure Image URL
4. Configure Question
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

New Coupon Event (Instant) on WooCommerce

Description:Emit new event each time the specified coupon event(s) occur

Version:0.0.3

Key:woocommerce-new-coupon-event

View on GitHub

WooCommerce Overview#

WooCommerce is a customizable, open-source eCommerce platform built on WordPress. With the WooCommerce API, you can tap into the heart of your eCommerce store to read, create, update, and delete products, orders, and customers. On Pipedream, you can harness this API to automate routine tasks, sync data across platforms, and enhance customer experiences. By connecting WooCommerce to a wide array of apps and services, you can streamline operations, trigger personalized marketing, and analyze your sales data with greater ease.

Trigger Code#

import common from "../common/base.mjs";

export default {
  ...common,
  key: "woocommerce-new-coupon-event",
  name: "New Coupon Event (Instant)",
  description: "Emit new event each time the specified coupon event(s) occur",
  version: "0.0.3",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    async getSampleEvents({ perPage }) {
      return this.woocommerce.listCoupons({
        per_page: perPage,
        orderby: "date",
      });
    },
    getTopic(topicType) {
      return `coupon.${topicType}`;
    },
    generateMeta(eventType, {
      id, date_modified: dateModified,
    }) {
      const ts = Date.parse(dateModified);
      return {
        id: `${id}${ts}`,
        summary: `Coupon ID: ${id} ${eventType}`,
        ts,
      };
    },
  },
};

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
WooCommerce	`woocommerce`	`app`	This component uses the WooCommerce app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
N/A	`http`	`$.interface.http`	This component uses `$.interface.http` to generate a unique URL when the component is first instantiated. Each request to the URL will trigger the `run()` method of the component.
Event topics	`topics`	`string[]`	Select a value from the drop down menu:`createdupdateddeleted`

Trigger Authentication#

WooCommerce uses API keys for authentication. When you connect your WooCommerce account, Pipedream securely stores the keys so you can easily authenticate to WooCommerce APIs in both code and no-code steps.

Find your API key at WooCommerce > Settings > Advanced > REST API. See the WooCommerce docs for more info. Enter the Key and Secret below.

About WooCommerce#

WooCommerce is the open-source ecommerce platform for WordPress.

Action#

Document Question Answering on Hugging Face

Description: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](https://huggingface.co/docs/huggingface.js/inference/classes/HfInference#questionanswer).

Version:0.0.1

Key:hugging_face-document-question-answering

View on GitHub

Hugging Face Overview#

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.

Action Code#

import app from "../../hugging_face.app.mjs";
import tag from "../common/tag.mjs";

export default {
  key: "hugging_face-document-question-answering",
  name: "Document Question Answering",
  description: "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](https://huggingface.co/docs/huggingface.js/inference/classes/HfInference#questionanswer).",
  type: "action",
  version: "0.0.1",
  props: {
    app,
    modelId: {
      propDefinition: [
        app,
        "modelId",
        () => ({
          tagFilter: tag.DOCUMENT_QUESTION_ANSWERING,
        }),
      ],
    },
    imageUrl: {
      description: "The image url to use for answering the question.",
      propDefinition: [
        app,
        "imageUrl",
      ],
    },
    question: {
      type: "string",
      label: "Question",
      description: "The question to ask.",
    },
  },
  async run({ $: step }) {
    const {
      modelId,
      imageUrl,
      question,
    } = this;

    const image = await this.app.getBinaryFromUrl(imageUrl);

    const response = await this.app.inference({
      step,
      modelId,
      data: {
        inputs: {
          image,
          question,
        },
      },
    });

    step.export("$summary", `Successfully answered question with score ${response[0].score}`);

    return response;
  },
};

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
Hugging Face	`app`	`app`	This component uses the Hugging Face app.
Model ID	`modelId`	`string`	Select a value from the drop down menu.
Image URL	`imageUrl`	`string`	The image url to use for answering the question.
Question	`question`	`string`	The question to ask.

Action Authentication#

Hugging Face uses API keys for authentication. When you connect your Hugging Face account, Pipedream securely stores the keys so you can easily authenticate to Hugging Face APIs in both code and no-code steps.

To retrieve your Access Tokens,