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

3 results for “alien”

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

  1. Independence Day (a.k.a. ID4)

    Independence Day (a.k.a. ID4) (1996). is a Action / Adventure / Sci-Fi / Thriller film. tagged aliens. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    4.221
    sparse
    1

    Action Adventure Sci-Fi Thriller

  2. Alien

    Alien (1979). is a Horror / Sci-Fi film. tagged aliens. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    5.386
    sparse
    6

    Horror Sci-Fi

  3. Men in Black (a.k.a. MIB)

    Men in Black (a.k.a. MIB) (1997). is a Action / Comedy / Sci-Fi film. tagged aliens. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    4.189
    sparse
    1

    Action Comedy Sci-Fi

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