import asyncio
from typing import List
from agno.agent import Agent, RunOutput # noqa
from agno.models.mistral import MistralChat
from agno.tools.duckduckgo import DuckDuckGoTools
from pydantic import BaseModel, Field
from rich.pretty import pprint # noqa
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!"
)
agent = Agent(
model=MistralChat(
id="mistral-small-latest",
),
tools=[DuckDuckGoTools()],
description="You help people write movie scripts.",
output_schema=MovieScript,
)
asyncio.run(agent.aprint_response("Find a cool movie idea about London and write it."))
Create a virtual environment
Terminal
and create a python virtual environment.python3 -m venv .venv
source .venv/bin/activate
Set your API key
export MISTRAL_API_KEY=xxx
Install libraries
pip install -U mistralai agno ddgs
Run Agent
python cookbook/models/mistral/async_structured_output.py