Update app.py

app.py

@@ -232,11 +232,16 @@ css = """
 .submit-btn:hover {
     background-color: #3498db !important;
 }
+.canvas-output {
+    border: 2px solid #4682B4;
+    border-radius: 10px;
+    padding: 20px;
+}
 """
 
 # Create the Gradio Interface
 with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
-    gr.Markdown("# **Multimodal OCR**")
+    gr.Markdown("# **[Multimodal OCR](https://huggingface.co/collections/prithivMLmods/multimodal-implementations-67c9982ea04b39f0608badb0)**")
     with gr.Row():
         with gr.Column():
             with gr.Tabs():
@@ -263,11 +268,12 @@ with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
                 top_k = gr.Slider(label="Top-k", minimum=1, maximum=1000, step=1, value=50)
                 repetition_penalty = gr.Slider(label="Repetition penalty", minimum=1.0, maximum=2.0, step=0.05, value=1.2)
         with gr.Column():
-            gr.Markdown("## Result.Md")
-            output = gr.Textbox(label="Raw Output Stream", interactive=False, lines=2)
-            #format[ft.md]
-            with gr.Accordion("Formatted Result (Result.md)", open=False):
-                markdown_output = gr.Markdown(label="Formatted Result (Result.Md)")
+            with gr.Column(elem_classes="canvas-output"):
+                gr.Markdown("## Result.Md")
+                output = gr.Textbox(label="Raw Output Stream", interactive=False, lines=2)
+                #format[ft.md]
+                with gr.Accordion("Formatted Result (Result.md)", open=False):
+                    markdown_output = gr.Markdown(label="Formatted Result (Result.Md)")
             model_choice = gr.Radio(
                 choices=["Nanonets-OCR-s", "Qwen2-VL-OCR-2B-Instruct", "RolmOCR", "Aya-Vision"],
                 label="Select Model",