Easy cloud storage

[jlewi]

Opening this issue to track how we'd get the ability to have multiple machines / users all potentially sharing one DB. https://duckdb.org/ is one option

• It seems like it can run against S3. That said really the only thing that gets shared would be the example files which is already distributed; you could have a centralized serverless process handling all the log aggregation and learning.

[jlewi]

The most important thing to share is the training examples. The easiest thing to do would be to support writing and reading them from an object store like GCS. This would allow folks to pool their learned examples.

[jlewi]

DuckDB is optimized for Analytical workloads (OLAP) but it does support updates https://duckdb.org/docs/sql/statements/update