> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-codex-docs-audit-20260719-0149.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Research Team

> Serve a researcher and writer team through the AG-UI interface in AgentOS.

```python research_team.py theme={null}
"""
Research Team
=============

Demonstrates research team.
"""

from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIResponses
from agno.os import AgentOS
from agno.os.interfaces.agui import AGUI
from agno.team import Team
from agno.tools.websearch import WebSearchTools

# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------

db = SqliteDb(db_file="/tmp/agui_research_team.db")

researcher = Agent(
    name="researcher",
    role="Research Assistant",
    model=OpenAIResponses(id="gpt-5.4"),
    db=db,
    instructions="You are a research assistant. Find information and provide detailed analysis.",
    tools=[WebSearchTools()],
    markdown=True,
)

writer = Agent(
    name="writer",
    role="Content Writer",
    model=OpenAIResponses(id="gpt-5.4"),
    db=db,
    instructions="You are a content writer. Create well-structured content based on research.",
    tools=[WebSearchTools()],
    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,
    add_history_to_context=True,
)

# Setup our AgentOS app
agent_os = AgentOS(
    teams=[research_team],
    interfaces=[AGUI(team=research_team)],
)
app = agent_os.get_app()


# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------

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

    You can see the configuration and available apps at:
    http://localhost:9001/config
    
    Use Port 9001 for Dojo compatibility.
    """
    agent_os.serve(app="research_team:app", reload=True, port=9001)
```

## Run the Example

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

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U "agno[agui,os]" ddgs openai
    ```
  </Step>

  <Step title="Export your OpenAI API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export OPENAI_API_KEY="your_openai_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:OPENAI_API_KEY="your_openai_api_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run the example">
    Save the code above as `research_team.py`, then run:

    ```bash theme={null}
    python research_team.py
    ```
  </Step>
</Steps>

Full source: [cookbook/05\_agent\_os/interfaces/agui/research\_team.py](https://github.com/agno-agi/agno/blob/v2.7.4/cookbook/05_agent_os/interfaces/agui/research_team.py)