Did you know that Venice offers a client library called Da Vinci? This library eagerly ingests a Venice dataset into a local RocksDB instance, providing lightning fast query on this locally cached state.
See this talk from Apurv Kumar at this year’s VeniceCon, to hear about how they re-architected their service to leverage Da Vinci, and achieved significant improvements across many dimensions!