Update api/ltx/ltx_aduc_manager.py

api/ltx/ltx_aduc_manager.py

@@ -11,6 +11,7 @@ from typing import List, Optional, Tuple, Union, Dict
 import threading
 import sys
 import torch
+from dataclasses import dataclass
 
 # --- Importações da arquitetura ADUC-SDR ---
 from managers.gpu_manager import gpu_manager
@@ -45,6 +46,12 @@ logging.basicConfig(level=logging.DEBUG)
 logger.setLevel(logging.DEBUG)
 
 
+@dataclass
+class LatentConditioningItem:
+    latent_tensor: torch.Tensor
+    media_frame_number: int
+    conditioning_strength: float
+    
 from ltx_video.pipelines.pipeline_ltx_video import ConditioningItem
    
 # ==============================================================================