← OpenAI (ChatGPT) + Google Cloud Vision integrations

Detect Labels in Image with Google Cloud Vision API on New File Created from OpenAI (ChatGPT) API

Pipedream makes it easy to connect APIs for Google Cloud Vision, OpenAI (ChatGPT) and 2,400+ other apps remarkably fast.

Trigger workflow on
New File Created from the OpenAI (ChatGPT) API
Next, do this
Detect Labels in Image with the Google Cloud Vision API
No credit card required
Intro to Pipedream
Watch us build a workflow
Watch us build a workflow
8 min
Watch now ➜

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

Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo

Developers Pipedream

Getting Started

This integration creates a workflow with a OpenAI (ChatGPT) trigger and Google Cloud Vision action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

  1. Select this integration
  2. Configure the New File Created trigger
    1. Connect your OpenAI (ChatGPT) account
    2. Configure timer
    3. Optional- Select a Purpose
  3. Configure the Detect Labels in Image action
    1. Connect your Google Cloud Vision account
    2. Select a Project ID
    3. Optional- Configure File URL
    4. Optional- Configure File Path
    5. Optional- Configure Max Results
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. 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

Description:Emit new event when a new file is created in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/files/list)
Version:0.0.10
Key:openai-new-file-created

OpenAI (ChatGPT) Overview

OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:

Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:

Trigger Code

import common from "../common/common.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  ...common,
  key: "openai-new-file-created",
  name: "New File Created",
  description: "Emit new event when a new file is created in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/files/list)",
  version: "0.0.10",
  type: "source",
  dedupe: "unique",
  props: {
    ...common.props,
    purpose: {
      propDefinition: [
        common.props.openai,
        "purpose",
      ],
      description: "If specified, events will only be emitted for files with the specified purpose.",
      optional: true,
    },
  },
  methods: {
    ...common.methods,
    getData() {
      return this.openai.listFiles({
        purpose: this.purpose,
      });
    },
    getMeta(item) {
      return {
        id: item.id,
        summary: `New File: ${item.filename}`,
        ts: item.created_at * 1000,
      };
    },
  },
  sampleEmit,
};

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.
LabelPropTypeDescription
OpenAI (ChatGPT)openaiappThis component uses the OpenAI (ChatGPT) app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
timer$.interface.timer
PurposepurposestringSelect a value from the drop down menu:fine-tuneassistantsvisionbatch

Trigger Authentication

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

About OpenAI (ChatGPT)

OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.

Action

Description:Performs feature detection on a local or remote image file. [See the documentation](https://cloud.google.com/vision/docs/labels).
Version:0.0.1
Key:google_cloud_vision_api-detect-labels-in-image

Google Cloud Vision Overview

The Google Cloud Vision API allows you to analyze images in the cloud, harnessing Google's machine learning technology. You can detect and classify multiple objects, face and landmark detection, handwriting recognition, and image attributes. Combining this with Pipedream's serverless platform catalyzes the creation of automated workflows to process images, trigger actions, and integrate with other services seamlessly.

Action Code

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

export default {
  ...common,
  name: "Detect Labels in Image",
  key: "google_cloud_vision_api-detect-labels-in-image",
  description: "Performs feature detection on a local or remote image file. [See the documentation](https://cloud.google.com/vision/docs/labels).",
  version: "0.0.1",
  type: "action",
  props: {
    ...common.props,
    maxResults: {
      type: "integer",
      label: "Max Results",
      description: "An integer value of results to return. If omitted the API returns the default value of 10 results.",
      default: 10,
      optional: true,
    },
  },
  async run({ $ }) {
    this.checkFileProp();
    const response = await this.googleCloudVision.detectDataInImage({
      $,
      data: {
        requests: [
          {
            image: {
              content: await this.getFileContent($),
            },
            features: [
              {
                maxResults: this.maxResults,
                type: "LABEL_DETECTION",
              },
            ],
          },
        ],
      },
    });
    $.export("$summary", "Successfully detected labels in 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.

LabelPropTypeDescription
Google Cloud VisiongoogleCloudVisionappThis component uses the Google Cloud Vision app.
Project IDprojectIdstringSelect a value from the drop down menu.
File URLfileUrlstring

The URL of the file to be processed.

File PathfilePathstring

The path to file in the /tmp directory. See the documentation on working with files.

Max ResultsmaxResultsinteger

An integer value of results to return. If omitted the API returns the default value of 10 results.

Action Authentication

Google Cloud Vision uses OAuth authentication. When you connect your Google Cloud Vision account, Pipedream will open a popup window where you can sign into Google Cloud Vision 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 Cloud Vision API.

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

emailprofilehttps://www.googleapis.com/auth/cloud-platform.read-onlyhttps://www.googleapis.com/auth/cloud-vision

About Google Cloud Vision

Image recognition through pre-trained REST & RPC API models.

More Ways to Connect Google Cloud Vision + OpenAI (ChatGPT)

Detect Labels in Image with Google Cloud Vision API on New Fine Tuning Job Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + Google Cloud Vision
 
Try it
Detect Logos in Image with Google Cloud Vision API on New File Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + Google Cloud Vision
 
Try it
Detect Labels in Image with Google Cloud Vision API on New Run State Changed from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + Google Cloud Vision
 
Try it
Detect Logos in Image with Google Cloud Vision API on New Fine Tuning Job Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + Google Cloud Vision
 
Try it
Detect Logos in Image with Google Cloud Vision API on New Run State Changed from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + Google Cloud Vision
 
Try it
New Batch Completed from the OpenAI (ChatGPT) API

Emit new event when a new batch is completed in OpenAI. See the documentation

 
Try it
New File Created from the OpenAI (ChatGPT) API

Emit new event when a new file is created in OpenAI. See the documentation

 
Try it
New Fine Tuning Job Created from the OpenAI (ChatGPT) API

Emit new event when a new fine-tuning job is created in OpenAI. See the documentation

 
Try it
New Run State Changed from the OpenAI (ChatGPT) API

Emit new event every time a run changes its status. See the documentation

 
Try it
Chat with the OpenAI (ChatGPT) API

The Chat API, using the gpt-3.5-turbo or gpt-4 model. See the documentation

 
Try it
Summarize Text with the OpenAI (ChatGPT) API

Summarizes text using the Chat API. See the documentation

 
Try it
Classify Items into Categories with the OpenAI (ChatGPT) API

Classify items into specific categories using the Chat API. See the documentation

 
Try it
Translate Text (Whisper) with the OpenAI (ChatGPT) API

Translate text from one language to another using the Chat API. See the documentation

 
Try it
Create Transcription (Whisper) with the OpenAI (ChatGPT) API

Transcribes audio into the input language. See the documentation.

 
Try it

Explore Other Apps

1
-
24
of
2,400+
apps by most popular

HTTP / Webhook
HTTP / Webhook
Get a unique URL where you can send HTTP or webhook requests
Node
Node
Anything you can do with Node.js, you can do in a Pipedream workflow. This includes using most of npm's 400,000+ packages.
Python
Python
Anything you can do in Python can be done in a Pipedream Workflow. This includes using any of the 350,000+ PyPi packages available in your Python powered workflows.
OpenAI (ChatGPT)
OpenAI (ChatGPT)
OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.
Premium
Salesforce
Salesforce
Web services API for interacting with Salesforce
Premium
HubSpot
HubSpot
HubSpot's CRM platform contains the marketing, sales, service, operations, and website-building software you need to grow your business.
Premium
Zoho CRM
Zoho CRM
Zoho CRM is an online Sales CRM software that manages your sales, marketing, and support in one CRM platform.
Premium
Stripe
Stripe
Stripe powers online and in-person payment processing and financial solutions for businesses of all sizes.
Shopify
Shopify
Shopify is a complete commerce platform that lets anyone start, manage, and grow a business. You can use Shopify to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.
Premium
WooCommerce
WooCommerce
WooCommerce is the open-source ecommerce platform for WordPress.
Premium
Snowflake
Snowflake
A data warehouse built for the cloud
Premium
MongoDB
MongoDB
MongoDB is an open source NoSQL database management program.
Supabase
Supabase
Supabase is an open source Firebase alternative.
MySQL
MySQL
MySQL is an open-source relational database management system.
PostgreSQL
PostgreSQL
PostgreSQL is a free and open-source relational database management system emphasizing extensibility and SQL compliance.
Premium
AWS
AWS
Amazon Web Services (AWS) offers reliable, scalable, and inexpensive cloud computing services.
Premium
Twilio SendGrid
Twilio SendGrid
Send marketing and transactional email through the Twilio SendGrid platform with the Email API, proprietary mail transfer agent, and infrastructure for scalable delivery.
Amazon SES
Amazon SES
Amazon SES is a cloud-based email service provider that can integrate into any application for high volume email automation
Premium
Klaviyo
Klaviyo
Email Marketing and SMS Marketing Platform
Premium
Zendesk
Zendesk
Zendesk is award-winning customer service software trusted by 200K+ customers. Make customers happy via text, mobile, phone, email, live chat, social media.
Notion
Notion
Notion is a new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team.
Slack
Slack
Slack is a channel-based messaging platform. With Slack, people can work together more effectively, connect all their software tools and services, and find the information they need to do their best work — all within a secure, enterprise-grade environment.
Microsoft Teams
Microsoft Teams
Microsoft Teams has communities, events, chats, channels, meetings, storage, tasks, and calendars in one place.
Schedule
Schedule
Trigger workflows on an interval or cron schedule.