Update app.py

app.py

@@ -215,6 +215,8 @@ def handle_example_click(example_index):
 with gr.Blocks(theme=gr.themes.Default()) as app:
     gr.Markdown("# MLR- Copilot: Machine Learning Research based on LLM Agents [Paper Link](https://www.arxiv.org/abs/2408.14033)")
     gr.Markdown("###   ")
+    gr.Markdown("## This UI is for predefined example demo only, to reproduce the results please use software in [Github](https://github.com/du-nlp-lab/MLR-Copilot/).")
+
 
     gr.Markdown("MLR-Copilot is a framework where LLMs mimic researchers’ thought processes, designed to enhance the productivity of machine learning research by automating the generation and implementation of research ideas. It begins with a research paper, autonomously generating and validating these ideas, while incorporating human feedback to help reach executable research outcomes.")