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).

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8 results for “star wars”

3 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
    5.735
    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
    5.597
    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
    6.408
    sparse
    8

    Action Adventure Sci-Fi

  4. Forrest Gump

    Forrest Gump (1994). is a Comedy / Drama / Romance / War film. tagged shrimp, Vietnam, bubba gump shrimp, lieutenant dan, stupid is as stupid does, bittersweet, emotional, heartwarming. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    1.714

    Comedy Drama Romance War

  5. Braveheart

    Braveheart (1995). is a Action / Drama / War film. tagged beautiful scenery, epic, historical, inspirational, Medieval, mel gibson, Oscar (Best Cinematography), revenge. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    1.832

    Action Drama War

  6. Terminator 2: Judgment Day

    Terminator 2: Judgment Day (1991). is a Action / Sci-Fi film. tagged apocalypse, Arnold Schwarzenegger, nuclear war, sci-fi, Suspense, time travel, robots, Scifi masterpiece. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    2.48

    Action Sci-Fi

  7. Schindler's List

    Schindler's List (1993). is a Drama / War film. tagged moving, thought-provoking, Holocaust, based on a true story, biography, disturbing, holocaust. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    1.832

    Drama War

  8. Saving Private Ryan

    Saving Private Ryan (1998). is a Action / Drama / War film. tagged World War II. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    3.255

    Action Drama War

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