AshAi.Evaluate.Score (ash_ai v1.1.0)

An evaluation answer rating the state along ordered, described levels.

The levels constraint is an ordered list of at least two level descriptions. Each level should describe a concrete situation and stand on its own. Levels can instead be supplied per question through the questions option of AshAi.Actions.Evaluate.

Fields

value - the probability-weighted position across the levels; may fall between two levels
level - the description of the level nearest to value
probabilities - each level index mapped to its probability
confidence - how concentrated the distribution is, from 0 to 1

Example

action :frustration, AshAi.Evaluate.Score do
  description "How frustrated is the customer in `ticket`?"
  constraints levels: ["Calm", "Frustrated but civil", "Very angry"]
  argument :ticket, :string, allow_nil?: false

  run evaluate("typesafe:jev-latest")
end

Summary

Types

t()

Functions

handle_change?()

prepare_change?()

Types

t()

@type t() :: %AshAi.Evaluate.Score{
  confidence: float(),
  level: String.t(),
  probabilities: %{required(non_neg_integer()) => float()},
  value: float()
}