Update src/streamlit_app.py

src/streamlit_app.py

@@ -11,36 +11,15 @@ st.set_page_config(page_title="NEURAL-X | AI Classifier", layout="wide", initial
 # --- CUSTOM CSS ---
 st.markdown("""
     <style>
-    /* Main Background */
     .stApp { background: radial-gradient(circle at top right, #1e293b, #0f172a); color: #f8fafc; }
     h1 { font-family: 'Inter', sans-serif; font-weight: 800; background: -webkit-linear-gradient(#38bdf8, #818cf8); -webkit-background-clip: text; -webkit-text-fill-color: transparent; letter-spacing: -1px; }
     
-    /* THE FIX: Force the text area to be immune to Light Mode */
-    div.stTextArea { 
-        width: 100% !important; 
-        box-sizing: border-box !important;
-    }
-    div[data-baseweb="base-input"], div[data-baseweb="textarea"] { 
-        background-color: #1e293b !important; /* Hardcoded dark background */
-        border: 1px solid rgba(255, 255, 255, 0.2) !important; 
-        border-radius: 15px !important; 
-    }
-    textarea { 
-        color: #ffffff !important; /* Hardcoded white text */
-        -webkit-text-fill-color: #ffffff !important; /* Forces Safari/Chrome to obey */
-        caret-color: #ffffff !important; /* Makes the blinking typing cursor visible */
-    }
+    div.stTextArea { width: 100% !important; box-sizing: border-box !important; }
+    div[data-baseweb="base-input"], div[data-baseweb="textarea"] { background-color: #1e293b !important; border: 1px solid rgba(255, 255, 255, 0.2) !important; border-radius: 15px !important; }
+    textarea { color: #ffffff !important; -webkit-text-fill-color: #ffffff !important; caret-color: #ffffff !important; }
 
-    /* Wrap Metric Text */
-    [data-testid="stMetricValue"] { 
-        color: #38bdf8; 
-        font-size: 2rem !important; 
-        white-space: normal !important; 
-        word-wrap: break-word !important;
-        line-height: 1.2;
-    }
+    [data-testid="stMetricValue"] { color: #38bdf8; font-size: 2rem !important; white-space: normal !important; word-wrap: break-word !important; line-height: 1.2; }
     
-    /* Button Styling */
     .stButton > button { width: 100%; background: linear-gradient(90deg, #6366f1 0%, #a855f7 100%); color: white; border: none; padding: 0.75rem; border-radius: 12px; font-weight: 600; transition: all 0.3s ease; text-transform: uppercase; letter-spacing: 1px; }
     .stButton > button:hover { transform: translateY(-2px); box-shadow: 0 10px 20px rgba(99, 102, 241, 0.4); }
     </style>
@@ -90,9 +69,12 @@ with col2:
                 result = classifier(text_input, HIDDEN_LABELS, multi_label=True)
                 end_time = time.time()
                 
+                # Dynamic Logic with 60% Threshold
                 valid_pairs = [(l, s) for l, s in zip(result['labels'], result['scores']) if s >= 0.60]
+                
+                # THE FIX: THE REJECT BUCKET
                 if not valid_pairs:
-                    valid_pairs = [(result['labels'][0], result['scores'][0])]
+                    valid_pairs = [("⚠️ Uncategorized (Low Confidence)", result['scores'][0])]
                 
                 st.subheader("Analysis Results")
                 m1, m2 = st.columns(2)