Update app.py

app.py

@@ -6,6 +6,11 @@ from pydantic import BaseModel
 import numpy as np
 from typing import List
 
+from keras.models import Sequential, Model, load_model
+from keras.layers import Dropout, Flatten, Dense
+from keras import optimizers
+from keras.models import model_from_json
+
 class InputData(BaseModel):
     data: List[float]  # Lista de características numéricas (flotantes)
 
@@ -14,11 +19,11 @@ app = FastAPI()
 # Función para construir el modelo manualmente
 def build_model():
 
-    
-    with open('model.json', 'r') as json_file:
-        loaded_model_json = json_file.read()
-    model = tf.keras.models.model_from_json(loaded_model_json)
+    with open('model.json','r') as f:
+        json = f.read()
+    model = model_from_json(json)
 
+   
     """
     model = Sequential(
         [