memory

type AutoCaptureInput struct {
	SinkClass  string
	Content    string
	Category   string
	Source     string
	Confidence string
	EntityURNs []string
	Metadata   map[string]any

	// CreatedBy is the owner email the record is scoped to (required). Persona,
	// UserID, and SessionID mirror the tool path's PlatformContext fields.
	CreatedBy string
	Persona   string
	UserID    string
	SessionID string
}

type CaptureResult struct {
	ID         string
	SinkClass  string
	Status     string
	Superseded []string
}

type RecallChecker interface {
	// Matches returns the caller's active records with cosine similarity at or
	// above q.MinScore, best first. When the candidate carries entity URNs,
	// matches must share at least one (knowledge about table A never matches
	// knowledge about table B).
	Matches(ctx context.Context, q RecallQuery) ([]RecallMatch, error)
}

type RecallMatch struct {
	ID    string  `json:"id"`
	Score float64 `json:"score"`
}

type RecallQuery struct {
	Embedding   []float32
	EntityURNs  []string
	CallerEmail string
	MinScore    float64
}

type ThreadLinker interface {
	LinkInsight(ctx context.Context, threadIDs []string, insightID, actorID, actorEmail string) ([]string, error)
}

type Toolkit struct {
	// contains filtered or unexported fields
}