Research Team

Multi-agent research team with specialized roles and web interface

Code

a2a_research_team.py

from agno.agent.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.os import AgentOS
from agno.os.interfaces.a2a import A2A
from agno.team import Team

researcher = Agent(
    name="researcher",
    role="Research Assistant",
    model=OpenAIResponses(id="gpt-5.2"),
    instructions="You are a research assistant. Find information and provide detailed analysis.",
    markdown=True,
)

writer = Agent(
    name="writer",
    role="Content Writer",
    model=OpenAIResponses(id="gpt-5.2"),
    instructions="You are a content writer. Create well-structured content based on research.",
    markdown=True,
)

research_team = Team(
    members=[researcher, writer],
    name="research_team",
    instructions="""
    You are a research team that helps users with research and content creation.
    First, use the researcher to gather information, then use the writer to create content.
    """,
    show_members_responses=True,
    get_member_information_tool=True,
    add_member_tools_to_context=True,
)

# Setup our AgentOS app
agent_os = AgentOS(
    teams=[research_team],
    a2a_interface=True,
)
app = agent_os.get_app()


if __name__ == "__main__":
    """Run our AgentOS.

    You can see the configuration and available apps at:
    http://localhost:7777/config

    """
    agent_os.serve(app="a2a_research_team:app", reload=True)

Usage

1. Set up your virtual environment

   Mac

   uv venv --python 3.12
   source .venv/bin/activate
   
2. Set Environment Variables

   export OPENAI_API_KEY=your_openai_api_key
   
3. Install dependencies

   uv pip install -U agno openai a2a-protocol
   
4. Run Example

   python a2a_research_team.py
   

Key Features

• Multi-Agent Collaboration: Researcher and writer working together
• Specialized Roles: Distinct expertise and responsibilities
• Transparent Process: See individual agent contributions
• Coordinated Workflow: Structured research-to-content pipeline
• Web Interface: Professional team interaction through A2A

Team Members

• Researcher: Information gathering and analysis specialist
• Writer: Content creation and structuring expert
• Workflow: Sequential collaboration from research to final content