Update app.py

app.py

@@ -1,3 +1,4 @@
+import tensorflow as tf
 from keras.api.models import Sequential
 from keras.api.layers import InputLayer, Dense
 from fastapi import FastAPI, HTTPException
@@ -12,6 +13,13 @@ 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)
+
+    """
     model = Sequential(
         [
             InputLayer(
@@ -21,6 +29,7 @@ def build_model():
             Dense(1, activation="sigmoid", name="dense_3"),
         ]
     )
+    """
     model.load_weights(
         "model.h5"
     )  # Asegúrate de que los nombres de las capas coincidan para que los pesos se carguen correctamente