Integrate Google Vertex AI with Google Drive to automate your work

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1. Choose a Trigger

An event that starts an automation

2. Choose an Action

The event an automation performs after it's triggered

Endless possibilities

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Zapier makes it easy to integrate Google Vertex AI with Google Drive - no code necessary. See how you can get setup in minutes.

Select a trigger from Google Vertex AI

A trigger is an event that starts your Zap and runs the workflow."

A trigger is the event that kicks off your automated workflow.

Setup an action from Google Drive

An action is what takes place after the automation is triggered. For example, with Google Drive, the action could be "Copy File."

An action is the event that your automated workflow performs when triggered.

That’s it! You just connected Google Vertex AI to Google Drive

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Triggers and actions are the main components of every automated workflow.

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Customers have created over 25 million Zaps on the platform

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Make work flow with AI

Level up your Google Vertex AI to Google Drive integration with AI. Extract, summarize, and transform your integration data with leading AI models like OpenAI, Anthropic, and more.

Learn about AI automation

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Frequently Asked Questions about Google Vertex AI + Google Drive integrations

New to automation with Zapier? You're not alone. Here are some answers to common questions about how Zapier works with Google Vertex AI and Google Drive

How can I automatically upload new files from Google Drive to a Google Vertex AI dataset?

Using a scheduled trigger, you can automatically upload files from a specific folder in Google Drive to your Google Vertex AI dataset. Simply set the trigger to monitor the folder and add a matching action in Vertex AI.

Can I update my machine learning models in Google Vertex AI with new data from Google Drive?

Yes, by setting up a trigger to detect new or updated data in Google Drive, you can create an automation that updates your machine learning models in Google Vertex AI.

How do we link specific folders in Google Drive to specific datasets in Google Vertex AI?

We allow you to specify which folders in your Google Drive correspond with which datasets. By doing this, every time there is a change or addition of files within the specified folders, it triggers an update or upload action for the corresponding dataset.

Is it possible to sync changes made in a dataset on Google Vertex AI back to the corresponding file on Google Drive?

Unfortunately, syncing changes made directly within datasets on Google Vertex AI back to files on Google Drive is not supported. The data flow is designed primarily from Drive into Vertex AI.

How often can we schedule synchronization between a folder in Google Drive and our dataset on Vertex AI?

Synchronization can be scheduled as frequently as needed, even minute-by-minute, depending on project requirements. This flexibility helps ensure your datasets stay updated with new information promptly.

What file types are compatible when transferring from Google Drive to Vertex AI?

The integration supports key file formats typically used for machine learning projects such as CSV files, TFRecord format for TensorFlow models, and image formats like JPEG and PNG when relevant for image datasets.

Does organizing files into subfolders affect the integration process between Google Drive and Vertex AI?

Organizing files into subfolders doesn't affect the integration process. However, ensure each subfolder linked with an appropriate dataset or training input path if needed for complex projects.

Connect Google Vertex AI and Google Drive to integrate crucial parts of your business

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Connect Google Vertex AI and Google Drive to unlock the power of automation

With Zapier's 7,000 integrations, you can unify your tools within a connected system to improve your team's efficiency and deepen their impact.

Choose a Trigger

Start here

Choose an Action

Supported triggers and actions

Zapier helps you create workflows that connect your apps to automate repetitive tasks. A trigger is an event that starts a workflow, and an action is an event a Zap performs.

- Text
  Required
- Model Region
  Required
- Advanced Fields
Action
Write
- Text
  Required
- Categories
  Required
- Model Region
  Required
- Advanced Fields
Action
Write
- Prompt
  Required
- Model Region
  Required
- Imagen Endpoint
  Required
- Advanced Fields
Action
Write
- Recipient Name
  Required
- Recipient Email
  Required
- From Name
  Required
- Prompt
  Required
- Tone
  Required
- Body Type
  Required
- Model Region
  Required
- Advanced Fields
Action
Write
- Drive
Trigger
Scheduled
Try It

- Drive
- Folder
Trigger
Scheduled
Try It
- File
  Required
- Convert to Document?
- File Name
- Drive
- Folder
Action
Write

- Drive
- Folder
- Folder Name
  Required
Action
Write
- Drive
- Folder
- Folder Name
  Required
- File
  Required
- Convert to Document?
Action
Write
- Drive
- File_id
  Required
- Sharing Preference
  Required
- Organization Domain
Action
Write
- Drive
- Folder
- File
  Required
- File Name
- Rename Folder?
- Extension_copy
Action
Write
Retrieve Files from Google Drive
This action sends a GET request to the Google Drive API to retrieve a list of files based on specific query parameters.
Action
Write
- Drive
- File or Folder ID
  Required
Action
Search
- Info
- Folder Name
  Required
- Search_type
- Drive
- Folder
- File_types
- Maximum Number of Results
Action
Search
- Folder Name
  Required
- Search_type
- Drive
- Folder
- File_types
- File
  Required
- Convert to Document?
- File Name
- File Extension
- Idempotency_key
Action
Search or write

- User Message
  Required
- Memory Key
- Model Region
  Required
- Advanced Fields
Action
Write
- Prompt
  Required
- Model Region
  Required
- Imagen Endpoint
  Required
- Advanced Fields
Action
Write
- Text
  Required
- Model Region
  Required
- Advanced Fields
Action
Write
- HTTP Method
  Required
- URL
  Required
- Query String Parameters
- Headers
- Additional Request Headers
- Body
Action
Write
- Drive
- Folder
- Include Deleted Files?
Trigger
Scheduled
Try It
- Drive
- Folder
- Include_deleted
Trigger
Scheduled
Try It
- Drive
- Folder
- File
  Required
- Convert to Document?
- File Name
- File Extension
- Idempotency_key
Action
Write
- File
  Required
- Drive
- Folder
Action
Write
- Drive
- Folder
- File to Replace
  Required
- File
  Required
- Convert to Document?
- File Name
- File Extension
- Idempotency_key
Action
Write
- File
  Required
- Drive
- Folder
Action
Write
- HTTP Method
  Required
- URL
  Required
- Query String Parameters
- Headers
- Additional Request Headers
- Body
Action
Write
Delete File
This action will delete a file in Google Drive. You will need to provide the file ID.
Action
Write
- Folder Name
  Required
- Search_type
- Drive
- Folder
- File_types
Action
Search
- Folder Name
  Required
- Search_type
- Drive
- Folder
Action
Search
- Folder Name
  Required
- Search_type
- Drive
- Folder
Action
Search or write

Learn how to automate Google Vertex AI on the Zapier blog

Learn how to automate Google Drive on the Zapier blog

About Google Vertex AI

Build, deploy, and scale machine learning (ML) models, with fully managed ML tools for any use case, with Vertex AI.

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About Google Drive

Google Drive is Google's file sync app that lets you store all of your files online alongside your Google Docs documents, and keep them synced with all of your devices.