Polars

Proficient

Fast DataFrame processing for large tabular pipelines.

Default DataFrame library for the classification and re-scoring pipelines.

Projects using Polars

GenAI Text Mining2025 – present
A Gemini-based text-classification platform scaled from an 11-category PoC to 61 production categories, processing 1,200–3,200 records a day.