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).

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