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zoekeend: A seach engine for information retrieval experiments based on

Talkat DuckCon #6 · on Friday, 2025-01-31· [data-engineering]
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Toolchain: DuckDB with the drb full text extension, small Python experiment scripts and CF import. Claim: storing indexes in DuckDB lets experiments run with millions of documents (Robust04 ~1M) and prototype search systems that run within one coffee break. Concrete experiment: drop the stored document lengths via alter table drop column length and approximate them instead — end-to-end evaluation shows no significant loss in retrieval effectiveness, suggesting much leaner, faster IR systems are feasible.

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