How do I connect Google cloud vision to Operator?

Connecting Google cloud vision is a one time sign in from your Operator dashboard. Operator keeps the connection live and rotates the token on its own, so the agent stays connected to Google cloud vision and you never reauthorize by hand.

Can my agent run Google cloud vision as part of a larger task?

Yes. It can call Google cloud vision mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Google cloud vision without you stitching the calls together yourself.

Do I need to write code or manage Google cloud vision API keys?

No. Operator manages the Google cloud vision connection and token refresh, so there are no API keys to paste and nothing to deploy.

Can my agent use Google cloud vision together with my other apps?

Yes. The same agent reaches every app you connect, so it can move between Google cloud vision and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.

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Connect Google cloud vision to OpenClaw on Operator.io

Google Cloud Vision API adds advanced image analysis—like labeling, OCR, and detection—to apps. It helps you extract structured data and insights from images at scale.

AI & Machine Learning29 actions

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Automate Google cloud vision with AI

On Operator, an OpenClaw agent pilots Google cloud vision for you. It reads your message, plans the steps, and runs them in Google cloud vision, using actions like annotate files with vision api, async batch annotate files, annotate images.

Your agent reaches Google cloud vision directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.

What your agent can do with Google cloud vision

Your agent can call any of these Google cloud vision actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.

Annotate Files with Vision API

Tool to perform image detection and annotation for batch files in Google Cloud Vision. Supports PDF, TIFF, and GIF files. Extracts up to 5 frames (GIF) or pages (PDF/TIFF) from each file and performs detection for each image. Use when yo...

Async Batch Annotate Files

Tool to run asynchronous image detection and annotation for a list of generic files (PDF, TIFF, GIF). Use when processing multi-page documents that may contain multiple images per page. Results are written to Google Cloud Storage and pro...

Annotate Images

Run image detection and annotation for a batch of images using Google Cloud Vision API. Performs various types of image analysis including face detection, landmark detection, logo detection, label detection, text detection (OCR), safe se...

Annotate Images Async Batch

Tool to run asynchronous image detection and annotation for a batch of images. Use when processing multiple images or large images that require longer processing time. Results are written to Google Cloud Storage as JSON files.

Annotate Location Images

Tool to run image detection and annotation for a batch of images scoped to a specific project and location. Performs various types of image analysis including label detection, face detection, landmark detection, logo detection, OCR text...

Create Vision Product

Creates a new Product resource in Google Cloud Vision Product Search. A Product represents a physical item that can be visually searched using reference images. After creating a product, you can add reference images to it and include it...

Create Product Set

Creates a new ProductSet resource in Google Cloud Vision Product Search. A ProductSet is a container for grouping related products together for visual search. After creating a product set, you can add products to it using the AddProductT...

Create ReferenceImage

Tool to create a ReferenceImage under a product. Use when adding a new image to a product for detection.

Delete Product

Permanently deletes a Product and its associated reference images from Google Cloud Vision API. This is a destructive operation that cannot be undone. The product metadata and all images are deleted immediately, though search queries aga...

Get Product

Tool to get information associated with a Product. Use when you have the product resource name and need its details.

Get Product Set

Tool to get a ProductSet. Use when you need metadata details of an existing ProductSet by its full resource name. Use after obtaining the resource name.

Import Product Sets

Asynchronously imports product sets and reference images from a CSV file stored in Google Cloud Storage. This bulk import operation creates ProductSets, Products, and ReferenceImages from a properly formatted CSV file. Returns a long-run...

List Vision AI IndexEndpoints

Lists IndexEndpoints in Vertex AI Vision for a given project and location. IndexEndpoints are deployed instances of image indexes used for visual search and retrieval in Vision AI's media warehouse. Use this tool to discover existing end...

List Locations

Tool to list available Vision AI service locations for a project. Use when you need to discover supported regions before making region-specific API calls.

List Vision API Operations

Tool to list operations that match the specified filter. Use when you need to retrieve all operations under a specific project and location.

Purge Products

Tool to asynchronously delete products in a ProductSet or orphan products. Use when you need to clean up products at scale; ensure `force` is true to execute.

Update Product

Tool to update a Product's mutable fields: displayName, description, and productLabels. Use after confirming the product resource name.

Update Product Set

Tool to update a ProductSet resource. Use when you need to modify the displayName of an existing ProductSet.

Add Product to ProductSet

Add a Product to a ProductSet in Google Cloud Vision Product Search. This action associates a Product with a ProductSet, enabling the product to be included in product search queries against that set. Both resources must exist in the sam...

Cancel Vision Operation

Starts asynchronous cancellation of a long-running Vision API operation. Returns an empty response on successful cancellation request. Note that the server makes a best effort to cancel the operation, but success is not guaranteed. Use t...

Delete Vision API Operation

Tool to delete a long-running Vision API operation. Use after confirming the operation name.

Delete Product Set

Tool to permanently delete a ProductSet. Use after confirming the ProductSet's resource name.

Delete Reference Image

Permanently removes a reference image from a product in Google Cloud Vision Product Search. This action deletes the reference image association from the specified product. The image will be marked for deletion and removed during the next...

Get Vision API Operation

Retrieves the latest state of a long-running Vision API operation. Use this to poll the status of asynchronous operations like importProductSets or purgeProducts. The operation name is returned when you start an async operation.

Get Reference Image

Tool to get information associated with a ReferenceImage. Use when you have the full resource name and need its metadata.

List Products in ProductSet

Tool to list Products in a specified ProductSet. Use when you need to retrieve Products associated with a ProductSet after confirming it exists, with optional pagination.

List Projects

List Google Cloud projects accessible to the authenticated user via Cloud Resource Manager API. This action queries the Cloud Resource Manager API (not Vision API directly) to enumerate projects. It requires OAuth 2.0 authentication - AP...

List Reference Images

Tool to list reference images for a product. Use when you need to retrieve stored reference images under a specified product resource name, with optional pagination.

Remove Product from ProductSet

Removes a Product from a specified ProductSet in Google Cloud Vision API. This operation unlinks a product from a product set but does not delete either resource. Both the product and product set must exist in the same Google Cloud proje...

How to connect Google cloud vision

You authorize Google cloud vision once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Google cloud vision without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.

When you are ready, the get started guide walks through standing up your OpenClaw agent.

Common questions about Google cloud vision

How do I connect Google cloud vision to Operator?: Connecting Google cloud vision is a one time sign in from your Operator dashboard. Operator keeps the connection live and rotates the token on its own, so the agent stays connected to Google cloud vision and you never reauthorize by hand.
Can my agent run Google cloud vision as part of a larger task?: Yes. It can call Google cloud vision mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Google cloud vision without you stitching the calls together yourself.
Do I need to write code or manage Google cloud vision API keys?: No. Operator manages the Google cloud vision connection and token refresh, so there are no API keys to paste and nothing to deploy.
Can my agent use Google cloud vision together with my other apps?: Yes. The same agent reaches every app you connect, so it can move between Google cloud vision and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.