Optional ReadonlyradiusSearch radius for range queries. Used in combination with top-k to filter results.
Optional ReadonlyisIf True, forces brute-force linear search instead of using the index. Useful for debugging or small datasets.
Optional ReadonlyisWhether to use refiner for the query.
ReadonlyindexMust be ZVecIndexType.HNSW (1).
Optional ReadonlyefSize of the dynamic candidate list during search. Larger values improve recall but slow down search.
Optional ReadonlyscaleCandidate multiplier used when isUsingRefiner is true; ignored otherwise. Must be finite and nonnegative. Zero uses max(topk, ef) candidates; positive values use floor(topk * scaleFactor), with a minimum of topk.
Query-time parameters for searches performed against an HNSW index.