Update app.py

app.py

@@ -129,9 +129,14 @@ def acc_nyxion_7v(message, history, user_id):
     cnn_input = torch.ones(1, input_size)  # 1D input for CNN
 
     # Forward pass through the model
-    phi_value = phi_model(nn_input, rnn_input, cnn_input).item()  # Get scalar output
+    phi_value = phi_model(nn_input, rnn_input, cnn_input)  # This gives a tensor of shape [1, 64]
 
-    combined_input = f"{modified_input}\nInner Thoughts:\n{inner_thoughts}\nPhi Value: {phi_value:.4f}"
+    # We need to modify how we handle phi_value
+    # Either squeeze it if you want a scalar or keep it as a tensor
+    phi_value = phi_value.squeeze()  # This will convert it to a 1D tensor of size [64]
+    # Alternatively, you could pick an element like phi_value[0] if you need a single scalar.
+
+    combined_input = f"{modified_input}\nInner Thoughts:\n{inner_thoughts}\nPhi Value: {phi_value}"
 
     response_main = client_main.predict(
         message=combined_input,