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

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

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).

Clear

10 results for “alien”

1289 ms · weights: bm25=0.6 / sparse=0.3 / kg=0.1

  1. Alien

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

    bm25
    9.874
    sparse
    6

    Horror Sci-Fi

  2. Aliens

    Aliens (1986). is a Action / Adventure / Horror / Sci-Fi film. tagged action, aliens, horror, sci-fi, space, space craft, SPACE TRAVEL, suspense. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    8.417
    sparse
    6

    Action Adventure Horror Sci-Fi

  3. Alien³ (a.k.a. Alien 3)

    Alien³ (a.k.a. Alien 3) (1992). is a Action / Horror / Sci-Fi / Thriller film. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.272
    sparse
    8

    Action Horror Sci-Fi Thriller

  4. 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
    7.027
    sparse
    1

    Action Adventure Sci-Fi Thriller

  5. 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
    6.949
    sparse
    1

    Action Comedy Sci-Fi

  6. Alien: Resurrection

    Alien: Resurrection (1997). is a Action / Horror / Sci-Fi film. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    8.119
    sparse
    4

    Action Horror Sci-Fi

  7. E.T. the Extra-Terrestrial

    E.T. the Extra-Terrestrial (1982). is a Children / Drama / Sci-Fi film. tagged aliens. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.272
    sparse
    1

    Children Drama Sci-Fi

  8. 2001: A Space Odyssey

    2001: A Space Odyssey (1968). is a Adventure / Drama / Sci-Fi film. tagged Hal, space, aliens, apes, Arthur C. Clarke, artificial intelligence, atmospheric, cinematography. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    5.903
    sparse
    1

    Adventure Drama Sci-Fi

  9. Signs

    Signs (2002). is a Horror / Sci-Fi / Thriller film. tagged aliens. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    8.015
    sparse
    1

    Horror Sci-Fi Thriller

  10. AVP: Alien vs. Predator

    AVP: Alien vs. Predator (2004). is a Action / Horror / Sci-Fi / Thriller film. from the GroupLens MovieLens ml-latest-small dataset.

    bm25
    7.625
    sparse
    4

    Action Horror Sci-Fi Thriller

Ready to bring your own corpus?

1,000 docs free forever. No credit card. Cancel anytime.

Create an account Read the docs