ThinkingLevel.hs

{-# LANGUAGE LambdaCase #-}

-- | Provider-agnostic reasoning-effort preference.
--
-- Each provider maps the value to its own primitive. The canonical
-- rendering spans @minimal@ through @max@, while provider boundaries
-- may preserve, translate, or clamp values according to their APIs.
-- 'thinkingTokenBudget' provides the recommended budget for
-- token-based providers.
module Baikai.ThinkingLevel
  ( ThinkingLevel (..),
    renderThinkingLevel,
    thinkingTokenBudget,
  )
where

import Data.Aeson (FromJSON, ToJSON)
import Data.Text (Text)
import GHC.Generics (Generic)
import Numeric.Natural (Natural)

-- | Provider-neutral reasoning-effort buckets, ordered from least to
-- most effort. Coarse enough that callers do not need to learn each
-- provider's vocabulary, fine enough to influence behaviour in a
-- meaningful way.
data ThinkingLevel
  = ThinkingMinimal
  | ThinkingLow
  | ThinkingMedium
  | ThinkingHigh
  | ThinkingXHigh
  | ThinkingMax
  deriving stock (Eq, Ord, Show, Generic)
  deriving anyclass (FromJSON, ToJSON)

-- | Render the canonical Baikai name for a reasoning-effort level.
renderThinkingLevel :: ThinkingLevel -> Text
renderThinkingLevel = \case
  ThinkingMinimal -> "minimal"
  ThinkingLow -> "low"
  ThinkingMedium -> "medium"
  ThinkingHigh -> "high"
  ThinkingXHigh -> "xhigh"
  ThinkingMax -> "max"

-- | Recommended token budget for providers that take an explicit
-- count (Anthropic's @thinking.budget_tokens@).
thinkingTokenBudget :: ThinkingLevel -> Natural
thinkingTokenBudget = \case
  ThinkingMinimal -> 1024
  ThinkingLow -> 2048
  ThinkingMedium -> 8192
  ThinkingHigh -> 16384
  ThinkingXHigh -> 24576
  ThinkingMax -> 32768