Update app.py

app.py

@@ -18,6 +18,7 @@ def process_pdf(pdf_file):
     for page in pages:
         text = page["text"]
 
+        # HARD FILTER — real loan pages only
         if "שם החלק בהלוואה" not in text:
             continue
 
@@ -58,7 +59,7 @@ def load_sample():
 with gr.Blocks() as interface:
     gr.Markdown(
         """
-        <div style="font-size:32px; font-weight:800; margin-bottom:10px;">
+        <div style="font-size:32px; font-weight:800; margin-bottom:6px;">
             Mortgage OCR
         </div>
         <div style="font-size:16px; opacity:0.85; margin-bottom:20px;">
@@ -69,22 +70,24 @@ with gr.Blocks() as interface:
 
     with gr.Row():
 
-        # LEFT COLUMN — SAMPLE
+        # LEFT COLUMN
         with gr.Column(scale=1):
-            gr.Markdown("### Sample Mortgage PDF")
+            pdf_input = gr.File(label="Upload Mortgage PDF")
+
+            load_sample_btn = gr.Button("Use sample PDF")
+
+            gr.Markdown(
+                "<div style='margin-top:12px; font-weight:600;'>Sample preview</div>"
+            )
 
             gr.Image(
                 SAMPLE_PREVIEW_IMAGE,
-                label="Sample document preview",
-                show_label=True
+                show_label=False,
+                height=220  # 🔒 force small thumbnail
             )
 
-            load_sample_btn = gr.Button("Use this sample PDF")
-
-        # RIGHT COLUMN — MAIN APP
+        # RIGHT COLUMN
         with gr.Column(scale=2):
-            pdf_input = gr.File(label="Upload Mortgage PDF")
-
             extract_btn = gr.Button("Extract Data")
 
             json_output = gr.Textbox(