{ "$schema": "https://json-schema.org/draft/2020-12/schema", "$id": "#/components/schemas/QuantizationSearchParams", "title": "QuantizationSearchParams", "description": "Additional parameters of the search", "type": "object", "properties": { "ignore": { "description": "If true, quantized vectors are ignored. Default is false.", "default": false, "type": "boolean" }, "rescore": { "description": "If true, use original vectors to re-score top-k results. Might require more time in case if original vectors are stored on disk. If not set, qdrant decides automatically apply rescoring or not.", "type": "boolean", "nullable": true }, "oversampling": { "description": "Oversampling factor for quantization. Default is 1.0.\n\nDefines how many extra vectors should be preselected using quantized index, and then re-scored using original vectors.\n\nFor example, if `oversampling` is 2.4 and `limit` is 100, then 240 vectors will be preselected using quantized index, and then top-100 will be returned after re-scoring.", "type": "number", "format": "double", "minimum": 1, "nullable": true } } }