Generate Content from Text and Image with Google Gemini API on New App Installs from Shopify Partner API

Pipedream makes it easy to connect APIs for Google Gemini, Shopify Partner and 2,500+ other apps remarkably fast.

Trigger workflow on

New App Installs from the Shopify Partner API

Next, do this

Generate Content from Text and Image with the Google Gemini API

No credit card required

▶

Watch us build a workflow

8 min

Watch now ➜

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

Developers ♥ Pipedream

Getting Started#

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

Select this integration
Configure the New App Installs trigger
1. Connect your Shopify Partner account
2. Configure timer
3. Configure Shopify App ID
4. Optional- Configure occurredAtMin
5. Optional- Configure occurredAtMax
Configure the Generate Content from Text and Image action
1. Connect your Google Gemini account
2. Select a Model
3. Configure Prompt Text
4. Optional- Configure JSON Output
5. Optional- Configure Conversation History
6. Optional- Configure Safety Settings
7. Configure Media File Paths
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 App Installs on Shopify Partner

Description:Emit new events when new shops install your app.

Version:0.1.3

Key:shopify_partner-new-app-installs

View on GitHub

Shopify Partner Overview#

The Shopify Partner API lets you tap into a comprehensive suite of features to manage and analyze multiple Shopify stores. You can automate tasks like creating development stores, adding collaborators, tracking payouts, and more. This API serves as a powerful tool for developers, agencies, and freelancers who manage multiple Shopify shops for their clients. Through Pipedream, you can effortlessly integrate Shopify Partner API with other services to create tailored, efficient workflows that save time and enhance productivity.

Trigger Code#

import common from "../../common/common.mjs";
import shopify from "../../shopify_partner.app.mjs";
import getAppInstalls from "../../common/queries/getAppInstalls.mjs";

export default {
  key: "shopify_partner-new-app-installs",
  name: "New App Installs",
  type: "source",
  version: "0.1.3",
  description: "Emit new events when new shops install your app.",
  ...common,
  props: {
    ...common.props,
    db: "$.service.db",
    appId: {
      propDefinition: [
        shopify,
        "appId",
      ],
    },
    occurredAtMin: {
      propDefinition: [
        shopify,
        "occurredAtMin",
      ],
    },
    occurredAtMax: {
      propDefinition: [
        shopify,
        "occurredAtMax",
      ],
    },
  },
  async run() {
    const {
      appId, occurredAtMin, occurredAtMax, db,
    } = this;

    const variables = {
      appId: `gid://partners/App/${appId}`,
    };
    if (occurredAtMin) {
      variables.occurredAtMin = occurredAtMin.trim();
    }
    if (occurredAtMax) {
      variables.occurredAtMax = occurredAtMax.trim();
    }

    await this.shopify.query({
      db,
      key: "shopify_partner-installs",
      query: getAppInstalls,
      variables,
      handleEmit: (data) => {
        if (data?.app?.events) {
          data.app.events.edges.map(({ node: { ...event } }) => {
            this.$emit(event, {
              id: event.occurredAt,
              summary: `${event.shop.name} (${event.shop.myshopifyDomain}) installed ${event.app.name}`,
            });
          });
        }
      },
      getCursor: (data) => {
        const edges = data?.transactions?.edges || [];
        const [
          last,
        ] = edges.reverse();
        return last?.cursor;
      },
      hasNextPagePath: "app.events.pageInfo.hasNextPage",
    });
  },
};

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
Shopify Partner	`shopify`	`app`	This component uses the Shopify Partner app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
timer	`timer`	`$.interface.timer`	API Polling Frequency
Shopify App ID	`appId`	`string`	Open your app in the partner portal, and look at the URL to find its ID. If your URL is https://partners.shopify.com/3027494/apps/51358007297/overview, enter `51358007297` here.
occurredAtMin	`occurredAtMin`	`string`	Only include events after this specific time (ISO timestamp)
occurredAtMax	`occurredAtMax`	`string`	Only include events up to this specific time (ISO timestamp)

Trigger Authentication#

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

Create an API Key

In order to authorize Pipedream to access your Shopify Partner Account, you will need to generate a new API key for Pipedream to use on your behalf.

First, create an API client in your Shopify Partner account

Make sure to include these scopes:

View financials
Manage apps

You will use this API key to authenticate your Pipedream workflows with Shopify Partners.

Open API key management in the Shopify Partner Portal

Create a new API key

Create API key

Enter in "Pipedream" as the name and select the appropriate scopes, then click "Save" to finish

Enter in Pipedream API key options

Find your Organization ID

After you log into the Shopify Partner portal, look at the URL for your organization ID

Find your Shopify Partner Organization ID

Find your App ID

After opening your app in the partner portal, look in the URL to find it's ID:

Find your Shopify App ID

About Shopify Partner#

Shopify Partner API connection. Listen to events like installs, uninstalls, charges & transactions.

Action#

Generate Content from Text and Image on Google Gemini

Description:Generates content from both text and image input using the Gemini API. [See the documentation](https://ai.google.dev/tutorials/rest_quickstart#text-and-image_input)

Version:0.2.1

Key:google_gemini-generate-content-from-text-and-image

View on GitHub

Google Gemini Overview#

The Google Gemini API is a cutting-edge tool from Google that enables developers to leverage AI models like Imagen and MusicLM to create and manipulate images and music based on textual descriptions. With Pipedream, you can harness this API to automate workflows that integrate AI-generated content into a variety of applications, from generating visuals for social media posts to composing background music for videos. Pipedream's serverless platform allows you to connect Google Gemini API with other apps to create complex, event-driven workflows without managing infrastructure.

Action Code#

import fs from "fs";
import mime from "mime";
import { ConfigurationError } from "@pipedream/platform";
import common from "../common/generate-content.mjs";
import utils from "../../common/utils.mjs";

export default {
  ...common,
  key: "google_gemini-generate-content-from-text-and-image",
  name: "Generate Content from Text and Image",
  description: "Generates content from both text and image input using the Gemini API. [See the documentation](https://ai.google.dev/tutorials/rest_quickstart#text-and-image_input)",
  version: "0.2.1",
  type: "action",
  props: {
    ...common.props,
    mediaPaths: {
      propDefinition: [
        common.props.app,
        "mediaPaths",
      ],
    },
  },
  methods: {
    ...common.methods,
    fileToGenerativePart(filePath) {
      if (!filePath) {
        return;
      }

      const mimeType = mime.getType(filePath);

      return {
        inline_data: {
          mime_type: mimeType,
          data: Buffer.from(fs.readFileSync(filePath)).toString("base64"),
        },
      };
    },
  },
  async run({ $ }) {
    const {
      app,
      model,
      text,
      history,
      mediaPaths,
      safetySettings,
      responseFormat,
      responseSchema,
      maxOutputTokens,
      temperature,
      topP,
      topK,
      stopSequences,
    } = this;

    if (!Array.isArray(mediaPaths)) {
      throw new ConfigurationError("Image/Video paths must be an array.");
    }

    if (!mediaPaths.length) {
      throw new ConfigurationError("At least one media path must be provided.");
    }

    const contents = [
      ...this.formatHistoryToContent(history),
      {
        parts: [
          ...mediaPaths.map((path) => this.fileToGenerativePart(path)),
          {
            text,
          },
        ],
        role: "user",
      },
    ];

    const response = await app.generateContent({
      $,
      model,
      data: {
        contents,
        safetySettings: this.formatSafetySettings(safetySettings),
        ...(
          responseFormat || maxOutputTokens || temperature || topP || topK || stopSequences?.length
            ? {
              generationConfig: {
                responseMimeType: "application/json",
                responseSchema: utils.parse(responseSchema),
                maxOutputTokens,
                temperature,
                topP,
                topK,
                stopSequences,
              },
            }
            : {}
        ),
      },
    });

    $.export("$summary", "Successfully generated content from text and image.");

    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 Gemini	`app`	`app`	This component uses the Google Gemini app.
Model	`model`	`string`	Select a value from the drop down menu.
Prompt Text	`text`	`string`	The text to use as the prompt for content generation
JSON Output	`responseFormat`	`boolean`	Enable to receive responses in structured JSON format instead of plain text. Useful for automated processing, data extraction, or when you need to parse the response programmatically. You can optionally define a specific schema for the response structure.
Conversation History	`history`	`string[]`	Previous messages in the conversation. Each item must be a valid JSON string with `text` and `role` (either `user` or `model`). Example: `{"text": "Hello", "role": "user"}`
Safety Settings	`safetySettings`	`string[]`	Configure content filtering for different harm categories. Each item must be a valid JSON string with `category` (one of: `HARASSMENT`, `HATE_SPEECH`, `SEXUALLY_EXPLICIT`, `DANGEROUS`, `CIVIC`) and `threshold` (one of: `BLOCK_NONE`, `BLOCK_ONLY_HIGH`, `BLOCK_MEDIUM_AND_ABOVE`, `BLOCK_LOW_AND_ABOVE`). Example: `{"category": "HARASSMENT", "threshold": "BLOCK_MEDIUM_AND_ABOVE"}`
Media File Paths	`mediaPaths`	`string[]`	The local file paths of the images/audios/videos to use in the content generation. The path to the media file saved to the `/tmp` directory (e.g. `/tmp/example.pdf`). See the documentation

Action Authentication#

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