Added paper link.

app.py

@@ -161,6 +161,7 @@ def main():
             gr.Markdown('## Next Steps')
             gr.Markdown("This demo showcases a simple negotiation-and-implementation flow between two agents.")
             gr.Markdown("In practice, Agora can be used to build entire networks of agents, with way more complex tasks.")
+            gr.Markdown("Check out our [paper](https://arxiv.org/pdf/2410.11905.pdf) for an example of a network of 100 agents, all interconnected!")
             gr.Markdown("Also, don't forget us to follow us on [Twitter](https://twitter.com/Agora_Protocol) and join our [Discord](https://discord.gg/MXmfhwQ4FB)!")
 
             def render_info(query_count, cost_info):