Vertex AI Vision is deprecated as of June 15, 2026 and reaches End of Life on September 30, 2026. To migrate, see the Cloud Vision API, Agent Platform serverless training, or Agent Platform models.

Batch Video Warehouse Overview

Batch Video Warehouse (also known as Video on Demand Warehouse) helps developers to:

Import video files from Cloud Storage.
Import video metadata.
Analyze video content embeddings.
Construct and deploy search indexes for AI-powered video search.

There are a few basic steps to use a Batch Video Warehouse:

Upload and analyze videos: Create a corpus, upload video assets, generate video embeddings by analyze the video assets. Additionally, developers can define data schema and annotations to enrich videos with supplementary metadata.
Build and deploy search indexes: Create an index and