4 ms·

The blog post echos my experience that duckDB just works (due to superior disk spilling capabilities) and polars OOMs a lot.

• jdgoesmarching 2y ago
  My biggest issue with Polars (don’t shoot me) was the poor LLM support. 4o at least seems to frequently get confused with Pandas syntax or logic. This pushed me to finally investigate the DuckDB hype, and it’s hard to believe I can just write SQL and it just works.
  • serjester 2y ago
    The API has mostly stabilized and at this point other than some minor errors (“groupby” vs “group_by”) LLM’s seem to do pretty well with it. Personally, I’m glad they made the breaking changes they did for the long-term health of the library.
  • diamondfist25 2y ago
    Problem is ur using 4o. Use 3.5 sonnet, its much better
  • jamesblonde 2y ago
    groupby and group_by is a big problem for polars with 4o.