public demo 8,758 movies from GroupLens MovieLens ml-latest-small

Try the Movies demo.
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Hybrid search across 8,758 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).

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10 results for “psychological”

1233 ms · weights: bm25=0.6 / sparse=0.3 / kg=0.1

  1. Memento

    Memento (2000). is a Mystery / Thriller film. tagged dark, Mindfuck, nonlinear, psychology, twist ending, mystery, psychological, Backwards. memory. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    9.085
    sparse
    1

    Mystery Thriller

  2. Shining, The

    Shining, The (1980). is a Horror film. tagged atmospheric, disturbing, Horror, jack nicholson, masterpiece, psychological, Stanley Kubrick, suspense. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    6.821
    sparse
    1

    Horror

  3. Donnie Darko

    Donnie Darko (2001). is a Drama / Mystery / Sci-Fi / Thriller film. tagged atmospheric, cult film, dreamlike, hallucinatory, psychological, surreal, time travel, jake gyllenhaal. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.705
    sparse
    1

    Drama Mystery Sci-Fi Thriller

  4. Shutter Island

    Shutter Island (2010). is a Drama / Mystery / Thriller film. tagged insanity, Leonardo DiCaprio, Martin Scorsese, plot twist, psychological, Psychological Thriller, thought-provoking. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    8.784
    sparse
    2

    Drama Mystery Thriller

  5. Game, The

    Game, The (1997). is a Drama / Mystery / Thriller film. tagged mindfuck, Mystery, plot twist, psychological, suspense, twist ending. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.114
    sparse
    1

    Drama Mystery Thriller

  6. Babadook, The

    Babadook, The (2014). is a Drama / Horror / Thriller film. tagged atmospheric, dark, Metaphorical, psychological. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.781
    sparse
    1

    Drama Horror Thriller

  7. Silence of the Lambs, The

    Silence of the Lambs, The (1991). is a Crime / Horror / Thriller film. tagged Hannibal Lector, disturbing, drama, gothic, psychology, suspense. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    6.821

    Crime Horror Thriller

  8. Fight Club

    Fight Club (1999). is a Action / Crime / Drama / Thriller film. tagged dark comedy, psychology, thought-provoking, twist ending, violence, action, atmospheric, based on a book. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    6.072

    Action Crime Drama Thriller

  9. Dark Knight, The

    Dark Knight, The (2008). is a Action / Crime / Drama / IMAX film. tagged psychology, superhero, dark, gritty. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.517

    Action Crime Drama IMAX

  10. Requiem for a Dream

    Requiem for a Dream (2000). is a Drama film. tagged drug abuse, depressing, psychology. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.603

    Drama

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