> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Research Team

> Multi-agent research team with specialized roles and web interface

## Code

```python cookbook/os/interfaces/agui/research_team.py theme={null}
from agno.agent.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.os.app import AgentOS
from agno.os.interfaces.agui.agui import AGUI
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],
    interfaces=[AGUI(team=research_team)],
)
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="research_team:app", reload=True)
```

## Usage

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Set Environment Variables">
    ```bash theme={null}
    export OPENAI_API_KEY=your_openai_api_key
    ```
  </Step>

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno
    ```
  </Step>

  <Step title="Run Example">
    ```bash theme={null}
    python cookbook/os/interfaces/agui/research_team.py
    ```
  </Step>
</Steps>

## 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 AG-UI

## Team Members

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