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"""
Pydantic Output
===============

Demonstrates team-level typed output using Pydantic schemas.
"""

from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.team import Team
from agno.tools.websearch import WebSearchTools
from agno.utils.pprint import pprint_run_response
from pydantic import BaseModel


class StockAnalysis(BaseModel):
    symbol: str
    company_name: str
    analysis: str


class CompanyAnalysis(BaseModel):
    company_name: str
    analysis: str


class StockReport(BaseModel):
    symbol: str
    company_name: str
    analysis: str


# ---------------------------------------------------------------------------
# Create Members
# ---------------------------------------------------------------------------
stock_searcher = Agent(
    name="Stock Searcher",
    model=OpenAIResponses(id="gpt-5.2"),
    output_schema=StockAnalysis,
    role="Searches for information on stocks and provides price analysis.",
    tools=[WebSearchTools()],
)

company_info_agent = Agent(
    name="Company Info Searcher",
    model=OpenAIResponses(id="gpt-5.2"),
    role="Searches for information about companies and recent news.",
    output_schema=CompanyAnalysis,
    tools=[WebSearchTools()],
)

# ---------------------------------------------------------------------------
# Create Team
# ---------------------------------------------------------------------------
team = Team(
    name="Stock Research Team",
    model=OpenAIResponses(id="gpt-5.2"),
    respond_directly=True,
    members=[stock_searcher, company_info_agent],
    output_schema=StockReport,
    markdown=True,
)

# ---------------------------------------------------------------------------
# Run Team
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    response = team.run("What is the current stock price of NVDA?")
    assert isinstance(response.content, StockReport)
    pprint_run_response(response)

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/03_teams/structured_input_output

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python pydantic_output.py