Google Cloud Vision for AI agents
Agents read Google Cloud Vision at once. Changes and sends are held for a person's approval by default.
About Google Cloud Vision
Google Cloud Vision API enables developers to integrate vision detection features into applications, including image labeling, face and landmark detection, optical character recognition (OCR), and explicit content tagging.
What an agent can do in Google Cloud Vision
Every Google Cloud Vision action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.
Runs at once (reads)
Looks things up in Google Cloud Vision without asking first. 12 actions.
- Annotate Files with Vision APITool 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
- Annotate ImagesRun 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 det
- Annotate Location ImagesTool 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
- Get ProductTool to get information associated with a Product. Use when you have the product resource name and need its details.
- Get Product SetTool 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.
- List LocationsTool 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 OperationsTool to list operations that match the specified filter. Use when you need to retrieve all operations under a specific project and location.
- Get Reference ImageTool to get information associated with a ReferenceImage. Use when you have the full resource name and need its metadata.
- List ProjectsList 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 r
- List Reference ImagesTool 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.
- Get Vision API OperationRetrieves 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 y
- List Products in ProductSetTool 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.
Held for approval by default (changes and sends)
Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 16 actions.
- Async Batch Annotate FilesTool 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 wr
- Annotate Images Async BatchTool 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 Cl
- Create Vision ProductCreates 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 r
- Create Product SetCreates 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
- Create ReferenceImageTool to create a ReferenceImage under a product. Use when adding a new image to a product for detection.
- Delete ProductPermanently 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 i
- Import Product SetsAsynchronously 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 f
- Purge ProductsTool 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 ProductTool to update a Product's mutable fields: displayName, description, and productLabels. Use after confirming the product resource name.
- Update Product SetTool to update a ProductSet resource. Use when you need to modify the displayName of an existing ProductSet.
- Add Product to ProductSetAdd 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.
- Cancel Vision OperationStarts 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,
Show all 16
- Delete Vision API OperationTool to delete a long-running Vision API operation. Use after confirming the operation name.
- Delete Product SetTool to permanently delete a ProductSet. Use after confirming the ProductSet's resource name.
- Delete Reference ImagePermanently 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
- Remove Product from ProductSetRemoves 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
Changes wait in Needs you
Changes and sends in Google Cloud Vision are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
Related connectors
Google Cloud Vision questions
Can an agent change data in Google Cloud Vision on its own?
Not by default. Changes and sends in Google Cloud Vision are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
What can an agent read in Google Cloud Vision?
This connector lists 12 read actions. Reads run at once, without waiting for approval.
How does Google Cloud Vision connect?
It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.