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This article explains the improvements in turbopuffer's FTS v2 text search engine, focusing on its new search algorithm that significantly speeds up performance, especially for long queries. It compares two key algorithms—MAXSCORE and WAND—highlighting their strengths and weaknesses in query evaluation.