Update app.py

app.py

@@ -43,28 +43,26 @@ def get_latex_from_image_all_formats(image):
   
 
 def build_gradio_app(css=css):
-    demo = gr.Blocks(css=css)
-    
-    with demo:
+    with gr.Blocks(css=css) as demo:
         gr.Markdown("# ArXivGPT OCR LaTeX")
         gr.Markdown("This comprehensive solution...")
         
         image_input = gr.Image(type="pil", label="이미지 업로드")
-        submit_button = gr.Button("변환하기")
 
-        
-        output_text = gr.Textbox(label="결과")
-        examples = gr.Examples(examples=[["ko.png"], ["en.png"], ["hand.jpg"]], inputs=image_input, fn=process_and_output, outputs=output_text)
-        
-        latex_iframe = gr.HTML(value='<iframe src="https://www.mathjax.org/#demo" style="width: 100%; height: 700px; border: 2px solid #007bff; border-radius: 8px;"></iframe>', elem_id="latex_iframe")
-        
         def process_and_output(image):
+            # 이미지 처리 및 결과 반환 로직
             latex_result = get_latex_from_image_all_formats(image)
             text_result = latex_result.get("text", "No result")
             return text_result
 
-        submit_button.click(fn=process_and_output, inputs=image_input, outputs=output_text)
+        submit_button = gr.Button("변환하기")
+        outputs = gr.Textbox(label="결과")
+
+        submit_button.click(fn=process_and_output, inputs=[image_input], outputs=[outputs])
+
+        examples = gr.Examples(examples=[["ko.png"], ["en.png"], ["hand.jpg"]], inputs=[image_input], fn=process_and_output, outputs=[outputs])
         
+        latex_iframe = gr.HTML(value='<iframe src="https://www.mathjax.org/#demo" style="width: 100%; height: 700px; border: 2px solid #007bff; border-radius: 8px;"></iframe>', elem_id="latex_iframe")
 
     return demo