I was building a multi-agent workflow, where each agent has multiple tools. I started the

   research_agent = FunctionAgent(
       name="ResearchAgent",
       description="Useful for searching the web for information on a given topic and recording notes on the topic.",
       system_prompt="...",
       llm=llm,
       tools=[search_web, record_notes],
       can_handoff_to=["WriteAgent"],
   )
   

   agent_workflow = AgentWorkflow(
       agents=[research_agent, write_agent, review_agent],
       root_agent=research_agent.name,
       initial_state={
           "research_notes": {},
           "report_content": "Not written yet.",
           "review": "Review required.",
       },
   )
   

   handler = agent_workflow.run(user_msg="Your query here")

   async for event in handler.stream_events():
       if isinstance(event, AgentOutput):
           print("Agent Output:", event.response.content)
           print("Tool Calls:", [call.tool_name for call in event.tool_calls])
       elif isinstance(event, ToolCallResult):
           print(f"Tool Result ({event.tool_name}):")
           print(f"  Arguments: {event.tool_kwargs}")
           print(f"  Output: {event.tool_output}")
   

   try:
       handler = agent_workflow.run(user_msg="Your query here")
       # ... rest of your code
   except Exception as e:
       print(f"An error occurred: {e}")