updated the UI code ✅✅

mediSync/app.py

@@ -7,6 +7,40 @@ import requests
 import gradio as gr
 import matplotlib.pyplot as plt
 from PIL import Image
+import logging
+import os
+import sys
+import tempfile
+from pathlib import Path
+
+import gradio as gr
+import matplotlib.pyplot as plt
+from PIL import Image
+
+# Add parent directory to path
+parent_dir = os.path.dirname(os.path.abspath(__file__))
+sys.path.append(parent_dir)
+
+# Import our modules
+from models.multimodal_fusion import MultimodalFusion
+from utils.preprocessing import enhance_xray_image, normalize_report_text
+from utils.visualization import (
+    plot_image_prediction,
+    plot_multimodal_results,
+    plot_report_entities,
+)
+
+# Set up logging
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
+    handlers=[logging.StreamHandler(), logging.FileHandler("mediSync.log")],
+)
+logger = logging.getLogger(__name__)
+
+# Create temporary directory for sample data if it doesn't exist
+os.makedirs(os.path.join(parent_dir, "data", "sample"), exist_ok=True)
+
 
 # Import configuration for end consultation logic
 try: