Embedded Go SQL with SQLite's dialect, columnar storage and a query JIT
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Teams sitting on climate or scientific arrays can query them with the SQL engines they already know, and the attention demo shows how far that idea stretches.
xarray-sql exposes Xarray datasets, including huge cloud-hosted ones such as ERA5, as relational tables you can query from DataFusion, DuckDB, Polars or any ADBC database, or serve over Arrow Flight SQL. The Show HN was a demo: plain attention written as about 25 lines of SQL, from which companion projects ddx and einfold derive a FlashAttention-style plan. The README is frank that dense tensor work is slower in SQL than native Xarray, and parallel execution is still on the roadmap.
Embedded Go SQL with SQLite's dialect, columnar storage and a query JIT
Open-source text-to-SQL you can tune and measure on your own database
Send a metrics spec, get back governed SQL without granting warehouse access
Typed results for raw SQL in TypeScript, with no codegen or live database
A Go wrapper that keeps SQLite fast and free of busy errors under load
Run trillion-parameter models on a laptop by streaming weights from NVMe