Update app.py

app.py

@@ -15,36 +15,23 @@ def analyze(text):
 
     weight = {"Neutral":0, "Offensive":0.5, "Sexism":1, "Racism":1, "Religious Discrimination":1}
     score = hate_conf * weight.get(hate_label, 0)
-
-    keys_list = ["Offensive", "Sexism", "Racism", "Religious Discrimination"]
-
-    action = "✅ Safe Content: No significant signs of hate speech detected. No further action required."
-    
-    if score > 0.8 or hate_label in keys_list:
-        action = "🚨 Critical Content Alert: This text is highly likely to contain severe hate speech. Immediate review and removal is strongly advised."
+    action = "No Action Needed"
+    if score > 0.8:
+        action = "Immediate Review"
     elif score >= 0.49:
-        action = "⚠️ Potentially Harmful Content: This text may contain offensive or discriminatory language. Please have a moderator review it."
-        
-    # Convert all scores to percentages
-    return (
-        hate_label,
-        f"{hate_conf * 100:.2f}%",
-        dial_label,
-        f"{dial_conf * 100:.2f}%",
-        f"{score * 100:.2f}%",
-        action
-    )
+        action = "Flag for Moderator"
 
+    return hate_label, f"{hate_conf:.2f}", dial_label, f"{dial_conf:.2f}", f"{score:.2f}", action
 
 iface = gr.Interface(
     fn=analyze,
     inputs=gr.Textbox(lines=4, placeholder="اكتب هنا...", label="Arabic Text"),
     outputs=[
         gr.Text(label="Hate Speech Label"),
-        gr.Text(label="Confidence (%)"),
+        gr.Text(label="Confidence"),
         gr.Text(label="Dialect"),
-        gr.Text(label="Confidence (%)"),
-        gr.Text(label="Threat Score (%)"),
+        gr.Text(label="Confidence"),
+        gr.Text(label="Threat Score"),
         gr.Text(label="Recommended Action")
     ],
     title="🛡️ Arabic Content Safety Analyzer",
@@ -53,3 +40,6 @@ iface = gr.Interface(
 )
 
 iface.launch()
+
+
+