Update app.py

app.py

@@ -242,9 +242,9 @@ def preprocess_for_lstm(text, remove_stopwords=False):
 @st.cache_resource
 def load_model():
     MODEL_DIR = "model_files/models"
-    model_path = f"{MODEL_DIR}/simplified_lstm_{TIMESTAMP}_best.keras"
-    tokenizer_path = f"{MODEL_DIR}/simplified_lstm_{TIMESTAMP}_tokenizer.pickle"
-    label_mapping_path = f"{MODEL_DIR}/simplified_lstm_{TIMESTAMP}_label_mapping.pickle"
+    model_path = f"{MODEL_DIR}/enhanced_lstm_20250624-222759_best.keras"
+    tokenizer_path = f"{MODEL_DIR}/enhanced_lstm_20250624-222759_tokenizer.pickle"
+    label_mapping_path = f"{MODEL_DIR}/enhanced_lstm_20250624-222759_label_mapping.pickle"
 
     # Verify files exist
     for path in [model_path, tokenizer_path, label_mapping_path]: