from swarms import HierarchicalSwarm, Agent # Create agents research_agent = Agent( agent_name="Research-Analyst", model_name="gpt-4.1", print_on=True ) analysis_agent = Agent( agent_name="Data-Analyst", model_name="gpt-4.1", print_on=True ) # Create swarm with interactive dashboard swarm = HierarchicalSwarm( agents=[research_agent, analysis_agent], max_loops=1, interactive=True, # Enable the Arasaka dashboard multi_agent_prompt_improvements=True, ) # Run swarm (task will be prompted interactively) result = swarm.run("what are the best nanomachine research papers?") print(result)