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183
backend/internal/thinking/convert.go
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183
backend/internal/thinking/convert.go
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package thinking
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import (
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"strings"
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"github.com/router-for-me/CLIProxyAPI/v7/internal/registry"
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)
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// levelToBudgetMap defines the standard Level → Budget mapping.
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// All keys are lowercase; lookups should use strings.ToLower.
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var levelToBudgetMap = map[string]int{
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"none": 0,
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"auto": -1,
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"minimal": 512,
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"low": 1024,
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"medium": 8192,
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"high": 24576,
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"xhigh": 32768,
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// "max" is used by Claude adaptive thinking effort. We map it to a large budget
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// and rely on per-model clamping when converting to budget-only providers.
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"max": 128000,
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}
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// ConvertLevelToBudget converts a thinking level to a budget value.
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//
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// This is a semantic conversion that maps discrete levels to numeric budgets.
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// Level matching is case-insensitive.
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//
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// Level → Budget mapping:
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// - none → 0
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// - auto → -1
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// - minimal → 512
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// - low → 1024
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// - medium → 8192
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// - high → 24576
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// - xhigh → 32768
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// - max → 128000
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//
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// Returns:
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// - budget: The converted budget value
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// - ok: true if level is valid, false otherwise
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func ConvertLevelToBudget(level string) (int, bool) {
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budget, ok := levelToBudgetMap[strings.ToLower(level)]
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return budget, ok
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}
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// BudgetThreshold constants define the upper bounds for each thinking level.
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// These are used by ConvertBudgetToLevel for range-based mapping.
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const (
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// ThresholdMinimal is the upper bound for "minimal" level (1-512)
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ThresholdMinimal = 512
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// ThresholdLow is the upper bound for "low" level (513-1024)
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ThresholdLow = 1024
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// ThresholdMedium is the upper bound for "medium" level (1025-8192)
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ThresholdMedium = 8192
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// ThresholdHigh is the upper bound for "high" level (8193-24576)
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ThresholdHigh = 24576
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)
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// ConvertBudgetToLevel converts a budget value to the nearest thinking level.
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//
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// This is a semantic conversion that maps numeric budgets to discrete levels.
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// Uses threshold-based mapping for range conversion.
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//
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// Budget → Level thresholds:
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// - -1 → auto
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// - 0 → none
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// - 1-512 → minimal
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// - 513-1024 → low
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// - 1025-8192 → medium
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// - 8193-24576 → high
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// - 24577+ → xhigh
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//
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// Returns:
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// - level: The converted thinking level string
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// - ok: true if budget is valid, false for invalid negatives (< -1)
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func ConvertBudgetToLevel(budget int) (string, bool) {
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switch {
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case budget < -1:
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// Invalid negative values
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return "", false
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case budget == -1:
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return string(LevelAuto), true
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case budget == 0:
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return string(LevelNone), true
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case budget <= ThresholdMinimal:
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return string(LevelMinimal), true
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case budget <= ThresholdLow:
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return string(LevelLow), true
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case budget <= ThresholdMedium:
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return string(LevelMedium), true
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case budget <= ThresholdHigh:
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return string(LevelHigh), true
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default:
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return string(LevelXHigh), true
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}
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}
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// HasLevel reports whether the given target level exists in the levels slice.
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// Matching is case-insensitive with leading/trailing whitespace trimmed.
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func HasLevel(levels []string, target string) bool {
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for _, level := range levels {
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if strings.EqualFold(strings.TrimSpace(level), target) {
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return true
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}
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}
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return false
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}
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// MapToClaudeEffort maps a generic thinking level string to a Claude adaptive
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// thinking effort value (low/medium/high/max).
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//
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// supportsMax indicates whether the target model supports "max" effort.
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// Returns the mapped effort and true if the level is valid, or ("", false) otherwise.
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func MapToClaudeEffort(level string, supportsMax bool) (string, bool) {
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level = strings.ToLower(strings.TrimSpace(level))
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switch level {
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case "":
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return "", false
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case "minimal":
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return "low", true
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case "low", "medium", "high":
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return level, true
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case "xhigh", "max":
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if supportsMax {
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return "max", true
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}
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return "high", true
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case "auto":
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return "high", true
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default:
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return "", false
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}
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}
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// ModelCapability describes the thinking format support of a model.
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type ModelCapability int
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const (
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// CapabilityUnknown indicates modelInfo is nil (passthrough behavior, internal use).
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CapabilityUnknown ModelCapability = iota - 1
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// CapabilityNone indicates model doesn't support thinking (Thinking is nil).
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CapabilityNone
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// CapabilityBudgetOnly indicates the model supports numeric budgets only.
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CapabilityBudgetOnly
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// CapabilityLevelOnly indicates the model supports discrete levels only.
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CapabilityLevelOnly
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// CapabilityHybrid indicates the model supports both budgets and levels.
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CapabilityHybrid
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)
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// detectModelCapability determines the thinking format capability of a model.
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//
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// This is an internal function used by validation and conversion helpers.
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// It analyzes the model's ThinkingSupport configuration to classify the model:
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// - CapabilityNone: modelInfo.Thinking is nil (model doesn't support thinking)
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// - CapabilityBudgetOnly: Has Min/Max but no Levels (Claude, Gemini 2.5)
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// - CapabilityLevelOnly: Has Levels but no Min/Max (OpenAI, Codex, Kimi)
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// - CapabilityHybrid: Has both Min/Max and Levels (Gemini 3)
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//
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// Note: Returns a special sentinel value when modelInfo itself is nil (unknown model).
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func detectModelCapability(modelInfo *registry.ModelInfo) ModelCapability {
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if modelInfo == nil {
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return CapabilityUnknown // sentinel for "passthrough" behavior
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}
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if modelInfo.Thinking == nil {
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return CapabilityNone
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}
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support := modelInfo.Thinking
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hasBudget := support.Min > 0 || support.Max > 0
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hasLevels := len(support.Levels) > 0
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switch {
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case hasBudget && hasLevels:
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return CapabilityHybrid
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case hasBudget:
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return CapabilityBudgetOnly
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case hasLevels:
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return CapabilityLevelOnly
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default:
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return CapabilityNone
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}
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}
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