model.py

model.py

@@ -130,7 +130,7 @@ Confidence: **{audio_conf}%**
             audio_result_display = f"Audio error: {str(e)}"
 
     # ================= FUSION REASONING =================
-
+    
     reasoning_lines = []
 
     if text_label:
@@ -176,7 +176,8 @@ Confidence: **{audio_conf}%**
         color = "#ef4444"   # RED
 
     # ================= DISPLAY SUMMARY =================
-
+    if not reasoning_lines:
+        reasoning_lines.append("No multimodal signals detected from the provided inputs.")
     fusion_summary = f"""
 <div style="padding:20px;border-radius:16px;
 background:linear-gradient(135deg,#0f172a,#1e293b);
@@ -219,16 +220,5 @@ border:1px solid #1f2a44;">
 
     return fusion_summary, text_result_display, image_result_display, audio_result_display
 
-    # ================= SAVE HISTORY =================
-    save_analysis({
-        "timestamp": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
-        "text": text,
-        "image": image_label,
-        "audio": audio_label,
-        "transcription": transcription,
-        "fusion_score": round(fusion_score,2)
-    })
-
-    
-    return fusion_summary, text_result_display, image_result_display, audio_result_display
+