Classify Text with Google Vertex AI API on Listing Updated from Etsy API

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Listing Updated from the Etsy API

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Classify Text with the Google Vertex AI API

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Getting Started#

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

Select this integration
Configure the Listing Updated trigger
1. Connect your Etsy account
2. Configure Polling schedule
3. Select a Listing State
Configure the Classify Text action
1. Connect your Google Vertex AI account
2. Select a Project ID
3. Configure Categories
4. Configure Text
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#

Listing Updated on Etsy

Description:Emit new event when a listing is updated. [See the Documentation](https://developers.etsy.com/documentation/reference#operation/getListingsByShop)

Version:0.0.3

Key:etsy-listing-updated

View on GitHub

Etsy Overview#

Etsy is a global e-commerce platform specializing in handmade, vintage, and craft items. It offers a marketplace where artisans can connect directly with buyers. The term 'Etsy' is a trademark of Etsy, Inc. This application uses the Etsy API but is not endorsed or certified by Etsy.

The Etsy API provides a rich interface to interact with the popular e-commerce platform known for its unique, handmade, and vintage items. Using the Etsy API via Pipedream, you can automate various aspects of your Etsy shop, including inventory management, order processing, and customer engagement. It opens up possibilities for streamlining mundane tasks, reacting to shop events in real-time, and syncing data across different platforms, enhancing the efficiency and responsiveness of your online business operations.

Trigger Code#

import constants from "../../common/constants.mjs";
import common from "../common/polling.mjs";

export default {
  ...common,
  key: "etsy-listing-updated",
  name: "Listing Updated",
  description: "Emit new event when a listing is updated. [See the Documentation](https://developers.etsy.com/documentation/reference#operation/getListingsByShop)",
  type: "source",
  version: "0.0.3",
  dedupe: "unique",
  props: {
    ...common.props,
    state: {
      propDefinition: [
        common.props.app,
        "state",
      ],
    },
  },
  methods: {
    ...common.methods,
    getResourceFn() {
      return this.app.getListingsByShop;
    },
    getResourceFnArgs(shopId) {
      return {
        shopId,
        params: {
          limit: constants.DEFAULT_LIMIT,
          sort_on: "updated",
          sort_order: "desc",
          state: this.state,
        },
      };
    },
    generateMeta(resource) {
      return {
        id: `${resource.listing_id}-${resource.updated_timestamp}`,
        summary: `Updated Listing: ${resource.listing_id}`,
        ts: resource.updated_timestamp,
      };
    },
  },
};

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
Etsy	`app`	`app`	This component uses the Etsy app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
Polling schedule	`timer`	`$.interface.timer`	How often to poll the API
Listing State	`state`	`string`	Select a value from the drop down menu:`activeinactivesold_outdraftexpired`

Trigger Authentication#

Etsy uses OAuth authentication. When you connect your Etsy account, Pipedream will open a popup window where you can sign into Etsy and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Etsy API.

Pipedream requests the following authorization scopes when you connect your account:

profile_rprofile_wfeedback_rtransactions_rtransactions_wshops_rshops_wemail_rlistings_dlistings_wlistings_r

About Etsy#

Shop for handmade, vintage, custom, and unique gifts

Action#

Classify Text on Google Vertex AI

Description:Groups a provided text into predefined categories. [See the documentation](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.publishers.models/generateContent)

Version:0.0.1

Key:google_vertex_ai-classify-text

View on GitHub

Google Vertex AI Overview#

With the Google Vertex AI API, you can tap into a robust suite of AI tools offered by Google Cloud to build, deploy, and scale machine learning models. Whether you're processing data, training custom models, or using pre-trained ones, Vertex AI provides a unified platform for AI development. In Pipedream, you can create serverless workflows that interact with Vertex AI, allowing you to automate tasks like model training, prediction, and resource management without provisioning your own infrastructure.

Action Code#

import vertexAi from "../../google_vertex_ai.app.mjs";

export default {
  key: "google_vertex_ai-classify-text",
  name: "Classify Text",
  description: "Groups a provided text into predefined categories. [See the documentation](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.publishers.models/generateContent)",
  version: "0.0.1",
  type: "action",
  props: {
    vertexAi,
    projectId: {
      propDefinition: [
        vertexAi,
        "projectId",
      ],
    },
    categories: {
      type: "string[]",
      label: "Categories",
      description: "The categories to group the text into",
    },
    text: {
      type: "string",
      label: "Text",
      description: "The text to classify",
    },
  },
  async run({ $ }) {
    const categories = (this.categories.map((category) => `\n- ${category}`)).join("");
    const response = await this.vertexAi.generateContent({
      $,
      projectId: this.projectId,
      model: "gemini-1.0-pro",
      data: {
        contents: [
          {
            role: "user",
            parts: [
              {
                text: `Define the categories for the text below?\nOptions:${categories}\n\nText: ${this.text}`,
              },
            ],
          },
        ],
      },
    });
    $.export("$summary", "Text classified into categories");
    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
Google Vertex AI	`vertexAi`	`app`	This component uses the Google Vertex AI app.
Project ID	`projectId`	`string`	Select a value from the drop down menu.
Categories	`categories`	`string[]`	The categories to group the text into
Text	`text`	`string`	The text to classify

Action Authentication#

Google Vertex AI uses OAuth authentication. When you connect your Google Vertex AI account, Pipedream will open a popup window where you can sign into Google Vertex AI and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Google Vertex AI API.

Pipedream requests the following authorization scopes when you connect your account:

emailprofilehttps://www.googleapis.com/auth/cloud-platform

About Google Vertex AI#

Vertex AI offers everything you need to build and use generative AI—from AI solutions, to Search and Conversation, to 130+ foundation models, to a unified AI platform.

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Popular Triggers#

Listing Updated from the Etsy API

Emit new event when a listing is updated. See the Documentation

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New Shop Receipt from the Etsy API

Emit new event when a new shop receipt is created. See the Documentation

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New Transaction from the Etsy API

Emit new event when a new transaction is created. See the Documentation

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Popular Actions#

Create Draft Listing Product with the Etsy API

Creates a physical draft listing product in a shop on the Etsy channel. See the Documentation

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Delete Listing with the Etsy API

Open API V3 endpoint to delete a ShopListing. A ShopListing can be deleted only if the state is one of the following: SOLD_OUT, DRAFT, EXPIRED, INACTIVE, ACTIVE and is_available or ACTIVE and has seller flags: SUPRESSED (frozen), VACATION, CUSTOM_SHOPS (pattern), SELL_ON_FACEBOOK. See the Documentation