update app

.gradio/certificate.pem

@@ -0,0 +1,31 @@
+-----BEGIN CERTIFICATE-----
+MIIFazCCA1OgAwIBAgIRAIIQz7DSQONZRGPgu2OCiwAwDQYJKoZIhvcNAQELBQAw
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+-----END CERTIFICATE-----

app.py

@@ -5,6 +5,7 @@ import pickle
 import pandas as pd
 from transformers import RobertaTokenizerFast, RobertaModel
 
+# Implement by MinTheinWin@3907578Y
 # Load label mappings
 with open("label_mappings.pkl", "rb") as f:
     label_mappings = pickle.load(f)
@@ -84,19 +85,26 @@ def clear_inputs():
     return "Enter Text", "", None, "", None
 
 
-# Custom CSS to Fix UI Scaling Issues
+# Custom CSS for Better UI Scaling
 custom_css = """
-.gradio-container { max-width: 1100px !important; margin: auto !important; }
-#title { text-align: center; font-size: 24px !important; font-weight: bold; }
-#predict-button, #clear-button { width: 100% !important; height: 50px !important; font-size: 18px !important; }
-#results-box { height: 320px !important; overflow-y: auto !important; background: #f9f9f9; padding: 10px; border-radius: 8px; }
+.gradio-container { max-width: 1400px !important; margin: auto !important; }
+#title { text-align: center; font-size: 26px !important; font-weight: bold; }
+#predict-button, #clear-button, #download-button { width: 100% !important; height: 55px !important; font-size: 18px !important; }
+#results-box { height: 350px !important; overflow-y: auto !important; background: #f9f9f9; padding: 15px; border-radius: 10px; font-size: 16px; }
 """
-
+custom_css1 = """
+.gradio-container { max-width: 1400px !important; margin: auto !important; }
+#title { text-align: center; font-size: 26px !important; font-weight: bold; }
+#predict-button, #clear-button, #download-button { width: 100% !important; height: 55px !important; font-size: 18px !important; }
+#results-box { height: 350px !important; overflow-y: auto !important; background: #f9f9f9; padding: 15px; border-radius: 10px; font-size: 16px; }
+#download-csv-file input { height: 30px !important; font-size: 14px !important; padding: 5px !important; }
+"""
+#".gradio-container {max-width: 1500px; margin: auto;}"
 # Gradio App UI
-with gr.Blocks(css=".gradio-container {max-width: 1100px; margin: auto;}") as app:
+with gr.Blocks(css=custom_css1) as app:
     gr.Markdown(
         """
-        # Multi-Ticket AI Classification System
+        # AI Solution for Defect Ticket Classification
 
         **Supports:** Multi-line text input & CSV upload.  
         **Output:** Text results & downloadable CSV file.  

ticket-predictions.csv

@@ -1,6 +1,4 @@
 Index,Description,Assigned Team,Team Email
-1,Database queries not optimized for large datasets.,Code Review Team,[email protected]
-2,User authentication fails when accessing restricted sections.,Functional Team,functional[email protected]
-3,High CPU utilization leading to system overheating and slow performance.,Performance Team,performance[email protected]
-4,System crashes due to misconfigured runtime environments.,Infrastructure Team,[email protected]
-5,Unauthorized access detected in restricted sections of the application.,Security Team,[email protected]
+1,Incorrect error handling in exception module.,Code Review Team,[email protected]
+2,Implement input sanitization to prevent injection attacks.,Code Review Team,codereview[email protected]
+3,Error Handling Needs Improvement,Code Review Team,codereview[email protected]