
Dense vectors, sparse keywords and structured filters fuse into one ranked list with measurably better recall than either path alone.

HNSW, IVF-PQ and DiskANN selectable against a memory or latency budget, with explainable parameters.

Writes land without rebuilding the index. Deletes use tombstones and compaction runs in the background.