update

app.py

@@ -9,6 +9,10 @@ import tensorflow as tf
 np.random.seed(42)
 tf.random.set_seed(42)
 
+lstm = load_model("model/model_lstm.h5")
+bilstm = load_model("model/model_bilstm.h5")
+gru = load_model("model/model_gru.h5")
+
 app = Flask(__name__)
 
 @app.route('/')
@@ -61,10 +65,6 @@ def classify():
 
 @app.route('/generate', methods=['GET', 'POST'])
 def generate():
-    lstm = load_model("model/model_lstm.h5")
-    bilstm = load_model("model/model_bilstm.h5")
-    gru = load_model("model/model_gru.h5")
-
     text_ = request.form.get('input')
     
     if text_ == None:
@@ -104,11 +104,4 @@ def predict(seed_text,next_words,model):
     return seed_text
 
 if __name__ == '__main__':
-    # app.run(debug=True)
-    from flask import __version__ as flask_version
-    import numpy as np
-    import tensorflow as tf
-
-    print(f"Flask version: {flask_version}")
-    print(f"NumPy version: {np.__version__}")
-    print(f"TensorFlow version: {tf.__version__}")
+    app.run(debug=True)