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advanced_rag.py

@@ -571,13 +571,16 @@ The response displays the model used, word count, and current context (with conv
     load_button.click(
         load_pdfs_updated, 
         inputs=[pdf_input, model_dropdown, prompt_input, bm25_weight_slider, temperature_slider, top_p_slider],
-        outputs=[response_output, context_output, model_output]
+        outputs=[response_output, context_output, model_output],
+        concurrency_id="shared_queue"
+
     )
     
     submit_button.click(
         submit_query_updated, 
         inputs=[query_input],
-        outputs=[response_output, context_output, input_tokens, output_tokens]
+        outputs=[response_output, context_output, input_tokens, output_tokens],
+        concurrency_id="shared_queue"
     )
     
     reset_button.click(
@@ -594,4 +597,5 @@ The response displays the model used, word count, and current context (with conv
 
 if __name__ == "__main__":
     debug_print("Launching Gradio interface.")
+    app.queue(concurrency_limit=3)  # Allow up to 3 concurrent executions
     app.launch(share=False)