Onairos Documentation

Inference API Response

Understanding the output format of the Onairos Inference API.

Sentiment JSON

The API responds with a JSON object containing an output field. This field is an array of arrays, where each sub-array contains a prediction score from the model.

{
  "output": [
    [[0.9998]],
    [[0.9999]],
    [[0.9922]],
    [[0.0013]]
  ]
}

Score Interpretation

Score close to 1 → High confidence level
Score close to 0 → Low confidence level
Sequence of scores corresponds to the order of input entries

Traits JSON

If the user decides to share their Personality Traits, the response will include:

{
  "Traits": {
    "positive_traits": {
      "creativity": 9.7,
      "empathy": 9.6,
      "curiosity": 9.1,
      "determination": 8.8
    },
    "traits_to_improve": {
      "patience": 1.7,
      "organization": 3.6
    }
  }
}

Traits Interpretation

Field	Description	Range
`positive_traits`	Strong character-defining traits of the user	0-10
`traits_to_improve`	Traits the user is improving or needs to improve	0-10

Using Traits Data

Use these traits to personalize user experiences, recommend content, or tailor interactions based on the user's personality profile.