Updated code files

app.py

@@ -59,7 +59,7 @@ with gr.Blocks() as main_app:
         with gr.Column():
             img_input = gr.Image(type="pil", label="Upload an Image")
             query_input = gr.Textbox(label="Enter query for retrieval", placeholder="Query/Prompt")
-            gr.Markdwon("""
+            gr.Markdown("""
                         ### Please use this prompt for text extraction 
                         **What text can you identify in this image? Include everything, even if it's partially obscured or in the background.**
                         """)