Update app.py

app.py

@@ -15,7 +15,7 @@ DB_FILE = "ultimate_safety_vault.json"
 try:
     with open(DB_FILE, 'r') as f:
         db = json.load(f)
-    print(f"✅ Database loaded: {len(db)} entries.")
+    print(f"✅ Database loaded: {len(db)} generic entries.")
 except:
     print("❌ DB not found.")
     db = {}
@@ -149,7 +149,11 @@ def pipeline_generator(user_query):
 
 # --- 4. UI LAYOUT ---
 
-# --- RESEARCH INFO ACCORDION ---
+with gr.Blocks(theme=gr.themes.Soft(), title="PharmaVault Research Demo") as demo:
+    
+    gr.Markdown("# 🛡️ PharmaVault AI: Verified Drug Safety Reasoning Engine")
+    
+    # --- RESEARCH INFO ACCORDION ---
     with gr.Accordion("📚 Technical Report & Database Coverage", open=False):
         gr.Markdown(
             """
@@ -209,12 +213,10 @@ def pipeline_generator(user_query):
     with gr.Row():
         with gr.Column(scale=1):
             gr.Markdown("### 🧠 1. Semantic Parser Output")
-            # Using gr.JSON to clearly show the extraction
             out_parser = gr.JSON(label="Extracted Intent")
         
         with gr.Column(scale=2):
             gr.Markdown("### 🔒 2. Database Guardrail Output")
-            # Using gr.Code to show raw text data cleanly
             out_db = gr.Code(label="Verified Content (Source of Truth)", language="yaml", interactive=False)
 
     # ROW 2: FINAL RESULT