MiniMax Structured Output

"""
MiniMax Structured Output
=========================

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

from typing import List

from agno.agent import Agent, RunOutput  # noqa
from agno.models.minimax import MiniMax
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!"
    )


# MiniMax does not implement OpenAI-style native `response_format` /
# `json_schema`, so we drive structured output through JSON mode.
agent = Agent(
    model=MiniMax(id="MiniMax-M3"),
    description="You write movie scripts.",
    output_schema=MovieScript,
    use_json_mode=True,
)

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

agent.print_response("New York")

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass

import json

from agno.agent import Agent
from agno.models.minimax import MiniMax
from pydantic import BaseModel, ValidationError


class MovieScript(BaseModel):
    setting: str
    ending: str
    genre: str
    name: str
    characters: list[str]
    storyline: str


agent = Agent(
    model=MiniMax(id="MiniMax-M3", extra_body={"thinking": {"type": "disabled"}}),
    instructions="Write a movie script. Return only a JSON object matching this schema: "
    + json.dumps(MovieScript.model_json_schema()),
)
result = agent.run("Set the movie in New York.")
if not isinstance(result.content, str):
    raise RuntimeError("Expected a JSON text response")
try:
    script = MovieScript.model_validate_json(result.content)
except ValidationError as exc:
    print(f"The response did not match MovieScript: {exc}")
else:
    print(script.model_dump_json(indent=2))