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Fast, accurate search with BM25 in plain Python—build a compact ranker from scratch. Compute IDF, score documents with length normalization, tune k1/b, and retrieve top results. Speed scoring in pure Python using collections. Counter and heapq; boost precision at rank 1 over raw keywords. Subscribe for more practical IR and search tutorials ...
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