adds interface and mcp docstring descriptions

app.py

@@ -381,9 +381,8 @@ with gr.Blocks(title="Nanonets-OCR-s: Advanced Document Intelligence", theme=gr.
             with gr.Group():
                 gr.Markdown("### 📤 Document Upload & Configuration")
                 file_input = gr.Image(
-                    label="Upload Document",
-                    height=200,
-                    info="Supported formats: PDF, JPEG, PNG, TIFF"
+                    label="Upload Document (Supported formats: PDF, JPEG, PNG, TIFF)",
+                    height=200
                 )
                 
                 with gr.Row():
@@ -393,14 +392,12 @@ with gr.Blocks(title="Nanonets-OCR-s: Advanced Document Intelligence", theme=gr.
                             maximum=8192,
                             value=4096,
                             step=512,
-                            label="Max Tokens per Page",
-                            info="Higher values = more detailed extraction"
+                            label="Max Tokens per Page (Higher values = more detailed extraction)"
                         )
                     with gr.Column(scale=1):
                         with_img_desc_checkbox = gr.Checkbox(
-                            label="Include Image Descriptions",
-                            value=False,
-                            info="Add AI-generated descriptions for images"
+                            label="Include Image Descriptions (Add AI-generated descriptions for images)",
+                            value=False
                         )
                 
                 extract_btn = gr.Button(