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Orchestrate AI Agents powered by Google Vertex AI within Latenode's visual editor to automate complex reasoning. Customize agent logic using JavaScript, and scale your AI workflows affordably by paying only for execution time.
Connect Google Vertex AI and AI Agent in minutes with Latenode.
Create Google Vertex AI to AI Agent workflow
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Create a New Scenario to Connect Google Vertex AI and AI Agent
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 Google Vertex AI, triggered by another scenario, or executed manually (for testing purposes). In most cases, Google Vertex AI or AI Agent will be your first step. To do this, click "Choose an app," find Google Vertex AI or AI Agent, and select the appropriate trigger to start the scenario.
Add the Google Vertex AI Node
Select the Google Vertex AI node from the app selection panel on the right.
Google Vertex AI
Configure the Google Vertex AI
Click on the Google Vertex AI node to configure it. You can modify the Google Vertex AI URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the AI Agent Node
Next, click the plus (+) icon on the Google Vertex AI node, select AI Agent from the list of available apps, and choose the action you need from the list of nodes within AI Agent.
Google Vertex AI
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AI Agent
Authenticate AI Agent
Now, click the AI Agent node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your AI Agent settings. Authentication allows you to use AI Agent through Latenode.
Configure the Google Vertex AI and AI Agent 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 Google Vertex AI and AI Agent 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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AI Agent
Trigger on Webhook
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Google Vertex AI
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Google Vertex AI, AI Agent, 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 Google Vertex AI and AI Agent integration works as expected. Depending on your setup, data should flow between Google Vertex AI and AI Agent (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Google Sheets + Google Vertex AI + AI Agent: When a new row is added to a Google Sheet, the data is sent to Vertex AI for sentiment analysis. The AI Agent then summarizes the sentiment and stores the summary back into the Google Sheet as a comment.
AI Agent + Google Vertex AI + Slack: The AI agent flags urgent customer requests. Vertex AI analyzes the sentiment of those requests. If the sentiment is negative, a notification is sent to a support team channel in Slack.
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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About AI Agent
Use AI Agent in Latenode to automate content creation, data analysis, or customer support. Configure agents with prompts, then integrate them into workflows. Unlike standalone solutions, Latenode lets you connect AI to any app, scale automatically, and customize with code where needed.
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How can I connect my Google Vertex AI account to AI Agent using Latenode?
To connect your Google Vertex AI account to AI Agent on Latenode, follow these steps:
Can I automate content creation using AI Agent and Vertex AI?
Yes, Latenode enables seamless content automation using AI Agent and Vertex AI. Generate marketing copy, blog posts, and more, leveraging Latenode's visual editor for advanced logic control.
What types of tasks can I perform by integrating Google Vertex AI with AI Agent?
Integrating Google Vertex AI with AI Agent allows you to perform various tasks, including:
HowdoImanageGoogleVertexAIAPIkeyssecurelyinLatenode?
Latenode provides secure storage for API keys. Use environment variables to protect your Google Vertex AI credentials, ensuring they are never exposed in your workflows.
Are there any limitations to the Google Vertex AI and AI Agent integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: