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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.
Connect Replicate and Google Vertex AI in minutes with Latenode.
Create Replicate to Google Vertex AI workflow
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Replicate
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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.
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.
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.
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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.
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.
Set Up the Replicate and Google Vertex AI Integration
Use various Latenode nodes to transform data and enhance your integration:
JavaScript
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AI Anthropic Claude 3
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Google Vertex AI
Trigger on Webhook
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Replicate
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Iterator
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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.
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.
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.
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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.
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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:
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:
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: