Pinecone · Schema

SparseValues

Vector sparse data. Represented as a list of indices and a list of corresponded values, which must be with the same length.

Vector DatabasesAIEmbeddingsRAG

Properties

Name	Type	Description
indices	array	The indices of the sparse data.
values	array	The corresponding values of the sparse data, which must be with the same length as the indices.

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/SparseValues",
  "title": "SparseValues",
  "description": "Vector sparse data. Represented as a list of indices and a list of  corresponded values, which must be with the same length.",
  "type": "object",
  "properties": {
    "indices": {
      "example": [
        1,
        312,
        822,
        14,
        980
      ],
      "description": "The indices of the sparse data.",
      "type": "array",
      "required": [
        "indices"
      ],
      "items": {
        "type": "integer",
        "format": "int64"
      },
      "minLength": 1,
      "maxLength": 1000
    },
    "values": {
      "example": [
        0.1,
        0.2,
        0.3,
        0.4,
        0.5
      ],
      "description": "The corresponding values of the sparse data, which must be with the same length as the indices.",
      "type": "array",
      "required": [
        "values"
      ],
      "items": {
        "type": "number",
        "format": "float"
      },
      "minLength": 1,
      "maxLength": 1000
    }
  },
  "required": [
    "indices",
    "values"
  ]
}