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"""
Mistral Structured Output
=========================

Cookbook example for `mistral/structured_output.py`.
"""

import asyncio
from typing import List

from agno.agent import Agent, RunOutput  # noqa
from agno.models.mistral import MistralChat
from agno.tools.websearch import WebSearchTools
from pydantic import BaseModel, Field
from rich.pretty import pprint  # noqa

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------


class MovieScript(BaseModel):
    setting: str = Field(
        ..., description="Provide a nice setting for a blockbuster movie."
    )
    ending: str = Field(
        ...,
        description="Ending of the movie. If not available, provide a happy ending.",
    )
    genre: str = Field(
        ...,
        description="Genre of the movie. If not available, select action, thriller or romantic comedy.",
    )
    name: str = Field(..., description="Give a name to this movie")
    characters: List[str] = Field(..., description="Name of characters for this movie.")
    storyline: str = Field(
        ..., description="3 sentence storyline for the movie. Make it exciting!"
    )


structured_output_agent = Agent(
    model=MistralChat(
        id="mistral-large-latest",
    ),
    tools=[WebSearchTools()],
    description="You help people write movie scripts.",
    output_schema=MovieScript,
)

# Get the response in a variable
structured_output_response: RunOutput = structured_output_agent.run("New York")
pprint(structured_output_response.content)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    # --- Async ---
    asyncio.run(
        structured_output_agent.aprint_response(
            "Find a cool movie idea about London and write it."
        )
    )

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/90_models/mistral

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

python structured_output.py