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Task type: embeddings

The text2vec task type is used to convert text into a vector representation. Takes text as input and returns an array of numbers, which is called an embedding.

System name: text2vec

List of services

Data types​

Predict request​

  • Specification
  • Python type: mlp_sdk.types.Text (the mlp-python-sdk module)
  • Java type: com.mlp.api.datatypes.nlp.Text (the mlp-datatypes module)

Request example:

{
  "text": "Text to be processed"
}

Predict response​

  • Specification
  • Python type: mlp_sdk.types.Vector (the mlp-python-sdk module)
  • Java type: com.mlp.api.datatypes.nlp.Vector (the mlp-datatypes module)

The response can contain an arbitrary JSON object.

{
  "vector": [
    0.044618092477321625,
    -0.0005380399525165558,
    0.04815515875816345,
    0.03943399339914322,
    -0.06751369684934616,
    -0.353855162858963,
    0.08526383340358734,
    0.06718949973583221
  ]
}