Update app.py

app.py

@@ -225,8 +225,8 @@ def extract_problem_domains(df,
                             text_column='Problem_Description', 
                             cluster_range=(10, 50), 
                             top_words=17,
-                            method='sentence_transformers'
-                            # method='tfidf_kmeans'
+                            # method='sentence_transformers'
+                            method='tfidf_kmeans'
                            ):
 
 
@@ -381,22 +381,6 @@ import random
 a_random_object = random.choice(["⇒", "↣", "↠", "→"])
 
 
-
-
-# Define custom CSS for the console window
-console_css = """
-<style>
-    #console-messages label {
-        color: white !important;
-    }
-    #console-messages textarea {
-        background-color: black !important;
-        color: white !important;
-    }
-</style>
-"""
-
-
 # Define the Gradio interface
 interface = gr.Interface(
     fn=process_excel,  # The function to process the uploaded file
@@ -413,8 +397,7 @@ interface = gr.Interface(
     #     ],
     # Use either below or above format
     outputs=[
-        gr.HTML(console_css),  # Add the custom CSS
-        gr.Textbox(label="Console Messages", lines=10, interactive=False),  # Console messages output
+        gr.Textbox(label="Console Messages", lines=3, interactive=False),  # Console messages output
         gr.File(label="Download the processed Excel File containing the ** Project Proposals ** for each Location~Problem paired combination")  # File download output
         ],