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 “star wars”

1323 ms · weights: bm25=0.6 / sparse=0.3 / kg=0.1

  1. Star Wars: Episode IV - A New Hope

    Star Wars: Episode IV - A New Hope (1977). is a Action / Adventure / Sci-Fi film. tagged classic, space action, action, sci-fi, EPIC, great soundtrack, classic sci-fi, engrossing adventure. from the GroupLens MovieLens ml-latest-small da...

    bm25
    7.738
    sparse
    8

    Action Adventure Sci-Fi

  2. Star Wars: Episode V - The Empire Strikes Back

    Star Wars: Episode V - The Empire Strikes Back (1980). is a Action / Adventure / Sci-Fi film. tagged I am your father, space, space opera, classic, George Lucas, Harrison Ford, music, original plot. from the GroupLens MovieLens ml-latest...

    bm25
    7.486
    sparse
    8

    Action Adventure Sci-Fi

  3. Star Wars: Episode VI - Return of the Jedi

    Star Wars: Episode VI - Return of the Jedi (1983). is a Action / Adventure / Sci-Fi film. tagged darth vader, luke skywalker, space opera. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    9.024
    sparse
    8

    Action Adventure Sci-Fi

  4. Star Wars: Episode I - The Phantom Menace

    Star Wars: Episode I - The Phantom Menace (1999). is a Action / Adventure / Sci-Fi film. tagged prequel, the Force. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    9.79
    sparse
    8

    Action Adventure Sci-Fi

  5. Star Wars: Episode II - Attack of the Clones

    Star Wars: Episode II - Attack of the Clones (2002). is a Action / Adventure / Sci-Fi / IMAX film. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    10.224
    sparse
    8

    Action Adventure Sci-Fi IMAX

  6. Star Wars: Episode III - Revenge of the Sith

    Star Wars: Episode III - Revenge of the Sith (2005). is a Action / Adventure / Sci-Fi film. tagged space, space opera. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    9.587
    sparse
    8

    Action Adventure Sci-Fi

  7. Star Trek: Generations

    Star Trek: Generations (1994). is a Adventure / Drama / Sci-Fi film. tagged Enterprise. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.091
    sparse
    4

    Adventure Drama Sci-Fi

  8. Star Wars: Episode VII - The Force Awakens

    Star Wars: Episode VII - The Force Awakens (2015). is a Action / Adventure / Fantasy / Sci-Fi / IMAX film. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    10.338
    sparse
    8

    Action Adventure Fantasy Sci-Fi

  9. Star Trek: First Contact

    Star Trek: First Contact (1996). is a Action / Adventure / Sci-Fi / Thriller film. tagged Borg. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    6.842
    sparse
    4

    Action Adventure Sci-Fi Thriller

  10. Rogue One: A Star Wars Story

    Rogue One: A Star Wars Story (2016). is a Action / Adventure / Fantasy / Sci-Fi film. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    10.698
    sparse
    8

    Action Adventure Fantasy Sci-Fi

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