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Scale ai

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Scale AI provides data labeling and annotation services for machine learning, offering access to a global workforce and sophisticated tools for training AI models with high-quality labeled data

Uses your own API key. Composio asks for it once and keeps it; Quilt never sees it.

Reads on its own14

Agents use these right away.

  • Get BatchTool to retrieve the details of a batch with the specified name.
  • Get Batch StatusTool to retrieve the current status of a batch and task completion counts.
  • Get ProjectTool to retrieve details about a specific Scale AI project using its unique identifier.
  • Get TeamsTool to retrieve basic information about all team members associated with the account.
  • Get Task by IDTool to retrieve detailed information about a specific task using its task ID.
  • List BatchesList batches in descending order by creation date, with optional filtering by project, status, or time range.
  • List ProjectsList Scale AI account projects with optional archived filtering and pagination.
  • List TasksTool to retrieve a paginated list of tasks in descending order by creation time.
  • Get AssetsTool to retrieve file assets with filtering capabilities by project and metadata.
  • Get Fixless AuditsTool to retrieve fixless audits by task ID or audit ID.
  • Get Quality LabelersTool to retrieve training attempts matching provided filter parameters.
  • Get Studio AssignmentsTool to retrieve current project assignments of all active team users in Scale AI Studio.
  • Get Studio BatchesTool to retrieve basic information about all pending batches in Studio.
  • Get Secure Task Response URLRetrieve a secure task response URL using a task ID and response UUID for stored 2D segmentation, video, or lidar results.

Asks someone first26

Anything that sends, creates, changes or deletes waits for a person to approve it in the session’s chat.

  • Add Task TagsTool to add tags to an existing task.
  • Create BatchTool to create a new batch within a project.
  • Create Document Transcription TaskTool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents.
  • Create Image Annotation TaskTool to create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse).
  • Create Lidar Annotation TaskTool to create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space.
  • Create LiDAR Segmentation TaskTool to create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points.
  • Create Named Entity Recognition TaskTool to create a named entity recognition task for labelers to highlight text entity mentions.
  • Create Segmentation Annotation TaskTool to create a segmentation task where annotators classify pixels in an image according to provided labels.
  • Create Text Collection TaskTool to create a textcollection task for collecting information from attachments and/or web sources.
  • Create Video Annotation TaskTool to create a video annotation task where annotators draw geometric shapes around specified objects across video frames.
  • Create Video Playback Annotation TaskTool to create a video playback annotation task where annotators draw shapes around specified objects in video files.
  • Update Task Unique IDTool to update or assign a unique identifier to a task.
  • Add Studio AssignmentsTool to add project assignments to team members in Scale AI Studio.
  • Delete Task TagsTool to remove specified tags from a Scale AI task.
  • Delete Task Unique IDTool to remove the unique identifier from a task.
  • Finalize BatchTool to finalize a batch so its tasks can be worked on.
  • Import FileTool to import files from an external URL endpoint into Scale's system rather than uploading directly from local storage.
  • Invite Team MemberTool to invite users by email to team with specified role.
  • Re-send Task CallbackTool to re-send a callback for a completed or errored task to the callback_url.
  • Remove Studio AssignmentsTool to unassign projects from specified team members in Scale AI Studio.
  • Reset Batch PrioritiesTool to restore batch priority order to default order (calibration batches first, then sorted by creation date).
  • Set Batch PrioritiesTool to modify batch priority order in Scale AI Studio.
  • Set Project OntologySet a Scale AI project's ontology using a list of string labels, optionally naming the ontology version.
  • Set Project ParametersSet default parameters for tasks created under a project.
  • Set Task MetadataTool to set key-value metadata on an existing Scale AI task.
  • Upload FileTool to upload a local file to Scale's servers with a maximum size limit of 80 MB per file.
Scale ai integration · Quilt