public demo 50 most-rated movies from GroupLens MovieLens ml-latest-small

Try the Movies demo.
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Hybrid search across 50 movies, mixing dense embeddings, BM25, sparse lexical weights from BGE-M3, and the knowledge graph of genre co-occurrences. Tune the weights; watch the ranking shift.

Weights (sum doesn't need to be 1.0; the combiner normalizes).

Clear

1 result for “heist”

5 ms · weights: bm25=0.6 / sparse=0.3 / kg=0.1

  1. Usual Suspects, The

    Usual Suspects, The (1995). is a Crime / Mystery / Thriller film. tagged mindfuck, suspense, thriller, tricky, twist ending, heist. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    5.331
    sparse
    1

    Crime Mystery Thriller

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