Qdrant · Schema

ScalarQuantizationConfig

AIArtificial IntelligenceVector Databases

Properties

Name Type Description
type object
quantile number Quantile for quantization. Expected value range in [0.5, 1.0]. If not set - use the whole range of values
always_ram boolean If true - quantized vectors always will be stored in RAM, ignoring the config of main storage
View JSON Schema on GitHub

JSON Schema

qdrant-scalarquantizationconfig-schema.json Raw ↑ 
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/ScalarQuantizationConfig",
  "title": "ScalarQuantizationConfig",
  "type": "object",
  "required": [
    "type"
  ],
  "properties": {
    "type": {
      "$ref": "#/components/schemas/ScalarType"
    },
    "quantile": {
      "description": "Quantile for quantization. Expected value range in [0.5, 1.0]. If not set - use the whole range of values",
      "type": "number",
      "format": "float",
      "maximum": 1,
      "minimum": 0.5,
      "nullable": true
    },
    "always_ram": {
      "description": "If true - quantized vectors always will be stored in RAM, ignoring the config of main storage",
      "type": "boolean",
      "nullable": true
    }
  }
}