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

# Teams

> Build a finance team of web search and YFinance agents led by Claude with ReasoningTools.

```python _teams.py theme={null}
"""
 Teams
======

Demonstrates  teams.
"""

from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.anthropic import Claude
from agno.team.team import Team
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools
from agno.tools.yfinance import YFinanceTools

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

db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"

web_agent = Agent(
    name="Web Search Agent",
    role="Handle web search requests",
    model=Claude(id="claude-3-7-sonnet-latest"),
    db=PostgresDb(db_url=db_url, session_table="web_agent_sessions"),
    tools=[WebSearchTools()],
    instructions=["Always include sources"],
)

finance_agent = Agent(
    name="Finance Agent",
    role="Handle financial data requests",
    model=Claude(id="claude-3-7-sonnet-latest"),
    db=PostgresDb(db_url=db_url, session_table="finance_agent_sessions"),
    tools=[YFinanceTools()],
    instructions=["Use tables to display data"],
)

finance_reasoning_team = Team(
    name="Reasoning Team Leader",
    model=Claude(id="claude-3-7-sonnet-latest"),
    db=PostgresDb(db_url=db_url, session_table="finance_reasoning_team_sessions"),
    members=[
        web_agent,
        finance_agent,
    ],
    tools=[ReasoningTools(add_instructions=True)],
    markdown=True,
    show_members_responses=True,
)

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

if __name__ == "__main__":
    raise SystemExit("This module is intended to be imported.")
```

## Run the Example

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

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno "psycopg[binary]" anthropic ddgs sqlalchemy yfinance
    ```
  </Step>

  <Step title="Export your Anthropic API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export ANTHROPIC_API_KEY="your_anthropic_api_key_here"
      ```

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

  <Snippet file="run-pgvector-step.mdx" />

  <Step title="Use the helper">
    This helper is imported by [Advanced Demo](/examples/agent-os/advanced-demo/demo). Keep it as `_teams.py` next to `demo.py`, then run the demo entry point.
  </Step>
</Steps>

Full source: [cookbook/05\_agent\_os/24\_showcase/\_teams.py](https://github.com/agno-agi/agno/blob/main/cookbook/05_agent_os/24_showcase/_teams.py)