Enabling similarity search on vector features using Google's Satellite Embeddings (Embedding Fields Model data).
Two main services this will provide:
- Creates a search-enabled BQ table from an input table
- Vector search function
Both services can be deployed as serverless API endpoints.
See notebooks for walkthroughs.