BigQuery Launches Autonomous Embedding Generation Service
🔁 BigQuery now provides autonomous embedding generation that automatically maintains an embedding column derived from a source column, eliminating manual embedding pipelines and synchronization burdens. The managed column is defined via familiar SQL (GENERATED ALWAYS AS AI.EMBED) and can be stored asynchronously. It integrates with VECTOR_SEARCH and a new AI.SEARCH function, and supports secure calls to Vertex AI models with connection-based permissions. The feature is available in preview.
