Generate Content from Text and Image with Google Gemini API on Custom Interval from Schedule API

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Custom Interval from the Schedule API

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Generate Content from Text and Image with the Google Gemini API

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Getting Started#

This integration creates a workflow with a Schedule 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 Custom Interval trigger
1. Connect your Schedule account
2. Configure Cron Schedule
Configure the Generate Content from Text and Image action
1. Connect your Google Gemini account
2. Select a Model
3. Configure Prompt Text
4. Select a MIME Type
5. Configure Image 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#

Custom Interval on Schedule

Description:Trigger your workflow every N hours, minutes or seconds.

Version:0.0.2

Key:schedule-custom-interval

View on GitHub

Schedule Overview#

The Schedule app in Pipedream is a powerful tool that allows you to trigger workflows at regular intervals, ranging from every minute to once a year. This enables the automation of repetitive tasks and the scheduling of actions to occur without manual intervention. By leveraging this API, you can execute code, run integrations, and process data on a reliable schedule, all within Pipedream's serverless environment.

Trigger Code#

import schedule from "../../schedule.app.mjs";

export default {
  name: "Custom Interval",
  version: "0.0.2",
  key: "schedule-custom-interval",
  type: "source",
  description: "Trigger your workflow every N hours, minutes or seconds.",
  props: {
    schedule,
    cron: {
      propDefinition: [
        schedule,
        "cron",
      ],
    },
  },
};

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
Schedule	`schedule`	`app`	This component uses the Schedule app.
Cron Schedule	`cron`	`$.interface.timer`	Enter a cron expression

Trigger Authentication#

The Schedule API does not require authentication.

About Schedule#

Trigger workflows on an interval or cron schedule.

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:0.1.0

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 { ConfigurationError } from "@pipedream/platform";
import app from "../../google_gemini.app.mjs";

export default {
  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: "0.1.0",
  type: "action",
  props: {
    app,
    model: {
      propDefinition: [
        app,
        "model",
      ],
    },
    text: {
      propDefinition: [
        app,
        "text",
      ],
    },
    mimeType: {
      propDefinition: [
        app,
        "mimeType",
      ],
    },
    imagePaths: {
      propDefinition: [
        app,
        "imagePaths",
      ],
    },
  },
  methods: {
    fileToGenerativePart(path, mimeType) {
      if (!path) {
        return;
      }
      return {
        inline_data: {
          mime_type: mimeType,
          data: Buffer.from(fs.readFileSync(path)).toString("base64"),
        },
      };
    },
  },
  async run({ $ }) {
    const {
      app,
      model,
      text,
      imagePaths,
      mimeType,
    } = this;

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

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

    const response = await app.generateContent({
      $,
      model,
      data: {
        contents: [
          {
            parts: [
              {
                text,
              },
              ...imagePaths.map((path) => this.fileToGenerativePart(path, mimeType)),
            ],
          },
        ],
      },
    });

    $.export("$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
MIME Type	`mimeType`	`string`	Select a value from the drop down menu:`{ "label": "PNG", "value": "image/png" }{ "label": "JPEG", "value": "image/jpeg" }`
Image File Paths	`imagePaths`	`string[]`	The local file paths of the images to use in the content generation. The path to the image file saved to the `/tmp` directory (e.g. `/tmp/example.pdf`). See the documentation.