Replicate and Google Vertex AI Integration

90% cheaper with Latenode

AI agent that builds your workflows for you

Hundreds of apps to connect

Refine AI model outputs by combining Replicate's prototyping speed with Google Vertex AI's production power. Latenode's visual editor and affordable execution costs make iterative improvement and scaling AI workflows simple.

Replicate + Google Vertex AI integration

Connect Replicate and Google Vertex AI in minutes with Latenode.

Start for free

Automate your workflow

Swap Apps

Replicate

Google Vertex AI

Step 1: Choose a Trigger

Step 2: Choose an Action

When this happens...

Name of node

action, for one, delete

Name of node

action, for one, delete

Name of node

action, for one, delete

Name of node

description of the trigger

Name of node

action, for one, delete

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Do this.

Name of node

action, for one, delete

Name of node

action, for one, delete

Name of node

action, for one, delete

Name of node

description of the trigger

Name of node

action, for one, delete

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Try it now

No credit card needed

Without restriction

How to connect Replicate and Google Vertex AI

Create a New Scenario to Connect Replicate and Google Vertex AI

In the workspace, click the “Create New Scenario” button.

Add the First Step

Add the first node – a trigger that will initiate the scenario when it receives the required event. Triggers can be scheduled, called by a Replicate, triggered by another scenario, or executed manually (for testing purposes). In most cases, Replicate or Google Vertex AI will be your first step. To do this, click "Choose an app," find Replicate or Google Vertex AI, and select the appropriate trigger to start the scenario.

Add the Replicate Node

Select the Replicate node from the app selection panel on the right.

+
1

Replicate

Configure the Replicate

Click on the Replicate node to configure it. You can modify the Replicate URL and choose between DEV and PROD versions. You can also copy it for use in further automations.

+
1

Replicate

Node type

#1 Replicate

/

Name

Untitled

Connection *

Select

Map

Connect Replicate

Sign In

Run node once

Add the Google Vertex AI Node

Next, click the plus (+) icon on the Replicate node, select Google Vertex AI from the list of available apps, and choose the action you need from the list of nodes within Google Vertex AI.

1

Replicate

+
2

Google Vertex AI

Authenticate Google Vertex AI

Now, click the Google Vertex AI node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Google Vertex AI settings. Authentication allows you to use Google Vertex AI through Latenode.

1

Replicate

+
2

Google Vertex AI

Node type

#2 Google Vertex AI

/

Name

Untitled

Connection *

Select

Map

Connect Google Vertex AI

Sign In

Run node once

Configure the Replicate and Google Vertex AI Nodes

Next, configure the nodes by filling in the required parameters according to your logic. Fields marked with a red asterisk (*) are mandatory.

1

Replicate

+
2

Google Vertex AI

Node type

#2 Google Vertex AI

/

Name

Untitled

Connection *

Select

Map

Connect Google Vertex AI

Google Vertex AI Oauth 2.0

#66e212yt846363de89f97d54
Change

Select an action *

Select

Map

The action ID

Run node once

Set Up the Replicate and Google Vertex AI Integration

Use various Latenode nodes to transform data and enhance your integration:

  • Branching: Create multiple branches within the scenario to handle complex logic.
  • Merging: Combine different node branches into one, passing data through it.
  • Plug n Play Nodes: Use nodes that don’t require account credentials.
  • Ask AI: Use the GPT-powered option to add AI capabilities to any node.
  • Wait: Set waiting times, either for intervals or until specific dates.
  • Sub-scenarios (Nodules): Create sub-scenarios that are encapsulated in a single node.
  • Iteration: Process arrays of data when needed.
  • Code: Write custom code or ask our AI assistant to do it for you.
5

JavaScript

6

AI Anthropic Claude 3

+
7

Google Vertex AI

1

Trigger on Webhook

2

Replicate

3

Iterator

+
4

Webhook response

Save and Activate the Scenario

After configuring Replicate, Google Vertex AI, and any additional nodes, don’t forget to save the scenario and click "Deploy." Activating the scenario ensures it will run automatically whenever the trigger node receives input or a condition is met. By default, all newly created scenarios are deactivated.

Test the Scenario

Run the scenario by clicking “Run once” and triggering an event to check if the Replicate and Google Vertex AI integration works as expected. Depending on your setup, data should flow between Replicate and Google Vertex AI (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.

Most powerful ways to connect Replicate and Google Vertex AI

Slack + Replicate + Google Vertex AI: When a new file is added to Slack, Replicate generates an image based on the file's content (assuming it's a text prompt), and then Google Vertex AI enhances the generated image using Gemini, providing a refined visual output.

Google Vertex AI + Replicate + Discord bot: Google Vertex AI generates image prompts using Gemini. Replicate then uses those prompts to generate images, and the Discord bot posts the resulting images to a designated channel.

Replicate and Google Vertex AI integration alternatives

About Replicate

Need AI-powered image or video generation in your flows? Integrate Replicate in Latenode to automate content creation: generate visuals from text, upscale images, or transform media. Use Latenode's visual editor and JS scripts to control parameters, manage queues, and connect results to any app, scaling your AI workflows.

About Google Vertex AI

Use Vertex AI in Latenode to build AI-powered automation. Quickly integrate machine learning models for tasks like sentiment analysis or image recognition. Automate data enrichment or content moderation workflows without complex coding. Latenode’s visual editor makes it easier to chain AI tasks and scale them reliably, paying only for the execution time of each flow.

See how Latenode works

FAQ Replicate and Google Vertex AI

How can I connect my Replicate account to Google Vertex AI using Latenode?

To connect your Replicate account to Google Vertex AI on Latenode, follow these steps:

  • Sign in to your Latenode account.
  • Navigate to the integrations section.
  • Select Replicate and click on "Connect".
  • Authenticate your Replicate and Google Vertex AI accounts by providing the necessary permissions.
  • Once connected, you can create workflows using both apps.

Can I automate image generation scaling across multiple models?

Yes, you can! Latenode allows you to orchestrate Replicate models alongside Google Vertex AI, enabling efficient scaling and A/B testing. Optimize your AI workflows with ease.

What types of tasks can I perform by integrating Replicate with Google Vertex AI?

Integrating Replicate with Google Vertex AI allows you to perform various tasks, including:

  • Generate images using Replicate models and refine them with Vertex AI.
  • Automate content creation using combined text-to-image and image editing.
  • Build custom AI pipelines using no-code blocks and JavaScript functions.
  • Create visual content for marketing campaigns with automated A/B testing.
  • Orchestrate complex AI workflows with conditional logic and error handling.

What Replicate models are supported within the Latenode integration?

Latenode supports a wide array of Replicate models, from stable diffusion to face restoration, allowing diverse creative automation.

Are there any limitations to the Replicate and Google Vertex AI integration on Latenode?

While the integration is powerful, there are certain limitations to be aware of:

  • Complex workflows may require JavaScript knowledge for advanced customization.
  • Model performance depends on the specific models used in Replicate and Vertex AI.
  • High volumes of API calls may incur costs from Replicate and Google Vertex AI.

Try now