Narwhals: https://narwhals-dev.github.io/narwhals/ :
> Extremely lightweight compatibility layer between [pandas, Polars, cuDF, Modin]
Lancedb/lance works with [Pandas, DuckDB, Polars, Pyarrow,]; https://github.com/lancedb/lance
It may already be supported through pandas?