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

Try the Movies demo.
No sign-up. No API key. Just a query.

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

4 results for “psychological”

2 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
    4.481
    sparse
    1

    Mystery Thriller

  2. 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
    3.615

    Crime Horror Thriller

  3. 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
    3.329

    Action Crime Drama Thriller

  4. 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
    3.864

    Action Crime Drama IMAX

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