package embeddingvectors import "fmt" const CanonicalDimensions = 3072 func PadToLength(vec []float32, dim int) []float32 { if len(vec) >= dim { return vec } padded := make([]float32, dim) copy(padded, vec) return padded } func EnsureCanonicalDimensions(vec []float32) ([]float32, error) { if len(vec) > CanonicalDimensions { return nil, fmt.Errorf("embedding vector length %d exceeds canonical dimension %d", len(vec), CanonicalDimensions) } return PadToLength(vec, CanonicalDimensions), nil }