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keyword-frequency-limitations
keyword-frequency-limitations
1 article
All articles tagged with "keyword-frequency-limitations"
March 30, 2026
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7 min read
Why BM25 Fails at Intent: The Case for Dense Vectors
BM25 ranks documents by term frequency, which breaks the moment your words don't match the document's words. Here's why dense vector embeddings handle intent queries better, and how TraceMind uses both.
dense-vectors
semantic-search
keyword-frequency-limitations
search-algorithm-optimization
natural-language-processing
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