bge-small-en-v1.5

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bge-small-en-v1.5

Text Embeddings • baai

@cf/baai/bge-small-en-v1.5

BAAI general embedding (bge) models transform any given text into a compact vector

Parameters

Input

• text
  • 0 string min 1

    The text to embed

  • 1 array

    Batch of text values to embed

    • items string min 1

      The text to embed

Output

• shape array
  • items number

• data array

  Embeddings of the requested text values

  • items array

    Floating point embedding representation shaped by the embedding model

    • items number

API Schemas

The following schemas are based on JSON Schema

Input

{
    "type": "object",
    "properties": {
        "text": {
            "oneOf": [
                {
                    "type": "string",
                    "description": "The text to embed",
                    "minLength": 1
                },
                {
                    "type": "array",
                    "description": "Batch of text values to embed",
                    "items": {
                        "type": "string",
                        "description": "The text to embed",
                        "minLength": 1
                    },
                    "maxItems": 100
                }
            ]
        }
    },
    "required": [
        "text"
    ]
}

Output

{
    "type": "object",
    "contentType": "application/json",
    "properties": {
        "shape": {
            "type": "array",
            "items": {
                "type": "number"
            }
        },
        "data": {
            "type": "array",
            "description": "Embeddings of the requested text values",
            "items": {
                "type": "array",
                "description": "Floating point embedding representation shaped by the embedding model",
                "items": {
                    "type": "number"
                }
            }
        }
    }
}