AI Agent and Google Vertex AI Integration

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Orchestrate complex AI interactions visually by connecting AI Agent and Google Vertex AI. Latenode's low-code interface simplifies prompt engineering, offers advanced JS customization, and scales affordably, letting you build truly custom AI solutions.

Swap Apps

AI Agent

Google Vertex AI

Step 1: Choose a Trigger

Step 2: Choose an Action

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How to connect AI Agent and Google Vertex AI

Create a New Scenario to Connect AI Agent 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 AI Agent, triggered by another scenario, or executed manually (for testing purposes). In most cases, AI Agent or Google Vertex AI will be your first step. To do this, click "Choose an app," find AI Agent or Google Vertex AI, and select the appropriate trigger to start the scenario.

Add the AI Agent Node

Select the AI Agent node from the app selection panel on the right.

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AI Agent

Configure the AI Agent

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

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Run node once

Add the Google Vertex AI Node

Next, click the plus (+) icon on the AI Agent 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.

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Run node once

Configure the AI Agent 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.

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Select an action *

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Run node once

Set Up the AI Agent 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.
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Save and Activate the Scenario

After configuring AI Agent, 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 AI Agent and Google Vertex AI integration works as expected. Depending on your setup, data should flow between AI Agent 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 AI Agent and Google Vertex AI

AI Agent + Google Vertex AI + Slack: When a new message is posted in a Slack channel, the AI Agent triggers the Google Vertex AI to generate a summary of the message. The AI Agent then posts the summary to the same Slack channel for quick review.

Google Vertex AI + AI Agent + Google Sheets: Analyze customer feedback in Google Sheets using Vertex AI, generate insights using AI Agent, and log the insights in another Google Sheet for tracking trends.

AI Agent and Google Vertex AI integration alternatives

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.

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 AI Agent and Google Vertex AI

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

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

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

Can I automate content creation using AI Agent and Vertex AI?

Yes, you can! Latenode lets you combine AI Agent's prompts with Vertex AI's models for scalable, automated content creation flows. Benefit from no-code ease and custom JS.

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

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

  • Generating personalized marketing copy at scale.
  • Automating customer support responses.
  • Creating unique product descriptions.
  • Summarizing long documents or articles.
  • Classifying and routing customer inquiries.

HowdoIhandlelargefileswhenusingAIAgentwithGoogleVertexAI?

Latenode's built-in file parsing and data transformation tools let you efficiently process large files before sending them to Google Vertex AI for analysis.

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

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

  • Rate limits of both AI Agent and Google Vertex AI apply.
  • Complex prompt engineering might require JavaScript knowledge.
  • Very large data transfers may impact workflow execution time.

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