API Services

See the cortex services for all actively running services. This includes

• Vector Search System (VSS) - For vector similarity search and embedding vector retrieval.
• ModelHub - A sandbox for users to try deployed models and view their performance.
• StrataGrid - A tool to visualize all human verified data by domain and label that links back to the source annotations.
• FiftyOne Sync APIs - For syncing data between Voxel51 community version and Tator databases.
• Tator REST APIs - For operations on the Tator database (requires an account).
• Tator bulk APIs - For bulk operations such as updating large clusters in Tator databases.

Services run on demand

• FastAPI YOLOv5 - Run YOLOv5 locally or scale it in AWS.
• FastAPI kclassify - API for image classification using Keras models.

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Updated: 2026-06-24