Update app.py

app.py

@@ -19,7 +19,24 @@ def predict(smiles):
     postprocess_data = '{:.2e}'.format(pow(10, result[0]))
     return postprocess_data
 
-iface = gr.Interface(fn=predict, inputs=gr.Textbox(lines=2, label="Chemical substance SMILES"), 
-                     outputs=gr.Textbox(lines=1, label="Cytotoxicity of disinfection byproducts in CHO cells",info="Unit of measurement: molar concentration"),
-                     examples=[["O=C(O)CBr"],["O=CC(Br)(Br)Br"],["IC(Br)Br"]],allow_flagging="never")
-iface.launch()
+
+with gr.Blocks() as demo:
+    with gr.Row():
+        with gr.Column():
+            inputs=gr.Textbox(lines=2, label="Please enter SMILES for the compound")
+            with gr.Row():
+                btn = gr.Button(variant="primary",value="submit")
+                clear_btn = gr.ClearButton(value="clear")
+        with gr.Column():
+            outputs=gr.Textbox(lines=1, label="Predicted CHO cytotoxicity of the chemical is:",info="Unit: Molar Concentration")
+
+    btn.click(predict, inputs=[inputs], outputs=[outputs])
+    clear_btn.add([inputs,outputs])
+
+    gr.Examples(
+        [["O=C(O)CBr"],["O=CC(Br)(Br)Br"],["IC(Br)Br"]],
+        [inputs],
+    )
+
+if __name__ == "__main__":
+    demo.launch()