package ai

// IntakeRequest carries 1-3 photos (base64-encoded data URLs) for AI analysis.
type IntakeRequest struct {
	PhotosBase64 []string // "data:image/jpeg;base64,..."
	JobID        string   // UUID for tracing
}

// IntakeResult is the structured output from any AI tier's photo analysis.
// The model is instructed to return this JSON shape verbatim.
type IntakeResult struct {
	SerialNumber   string            `json:"serial_number"`
	Model          string            `json:"model"`
	Manufacturer   string            `json:"manufacturer"`
	Category       string            `json:"category"`        // compute | networking | storage | cable | peripheral | component | unknown
	Specs          map[string]string `json:"specs"`
	SuggestedTags  []string          `json:"suggested_tags"`
	AINotes        string            `json:"ai_notes"`
	Confidence     float64           `json:"confidence"`      // 0.0–1.0 self-reported
	ConfidenceNote string            `json:"confidence_note"` // reason if < threshold
}

// TierConfig holds provider configuration for one AI tier.
type TierConfig struct {
	BaseURL        string `json:"base_url"        mapstructure:"base_url"`
	APIKey         string `json:"api_key"         mapstructure:"api_key"`
	Model          string `json:"model"           mapstructure:"model"`
	TimeoutSeconds int    `json:"timeout_seconds" mapstructure:"timeout_seconds"`
}

// AIConfig holds all AI tier configurations and orchestration settings.
type AIConfig struct {
	Tier1               TierConfig `json:"tier1"                mapstructure:"tier1"`
	Tier2               TierConfig `json:"tier2"                mapstructure:"tier2"`
	ConfidenceThreshold float64    `json:"confidence_threshold" mapstructure:"confidence_threshold"`
	QuickAddEnabled     bool       `json:"quick_add_enabled"    mapstructure:"quick_add_enabled"`
	QuickAddThreshold   float64    `json:"quick_add_threshold"  mapstructure:"quick_add_threshold"`
}