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Fluent, not native: agents translating pandas to Polars

Polars Blog · published 25 June 2026

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https://github.com/pola-rs/polars-benchmark
github.com
https://docs.pola.rs/user-guide/concepts/lazy-api/
docs.pola.rs
https://docs.pola.rs/user-guide/expressions/window-functions/
docs.pola.rs
https://github.com/polars-inc/skills
github.com
https://github.com/polars-inc/skills/blob/main/polars/README.md
github.com
https://github.com/polars-inc/skills/issues
github.com
https://docs.pola.rs/api/python/stable/reference/
docs.pola.rs
Updated PDS-H benchmark results (May 2025) Read at the source ↗
pola.rs
Benchmarking Polars and Spark Read at the source ↗
pola.rs
https://github.com/wesm/pydata-book
github.com
https://github.com/stefmolin/Hands-On-Data-Analysis-with-Pandas-2nd-edition
github.com
https://github.com/guipsamora/pandas_exercises
github.com