> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-service-account.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Dashscope Structured Output

> Return a structured MovieScript from Qwen Plus on DashScope with output_schema.

```python structured_output.py theme={null}
"""
Dashscope Structured Output
===========================

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

from typing import List

from agno.agent import Agent
from agno.models.dashscope import DashScope
from pydantic import BaseModel, Field

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


class MovieScript(BaseModel):
    name: str = Field(..., description="Give a name to this movie")
    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.",
    )
    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 that returns a structured output
structured_output_agent = Agent(
    model=DashScope(id="qwen-plus"),
    description="You write movie scripts and return them as structured JSON data.",
    output_schema=MovieScript,
)

structured_output_agent.print_response(
    "Create a movie script about llamas ruling the world. "
    "Return a JSON object with: name (movie title), setting, ending, genre, "
    "characters (list of character names), and storyline (3 sentences)."
)

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

if __name__ == "__main__":
    pass
```

## Run the Example

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

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno openai
    ```
  </Step>

  <Step title="Export your DashScope API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export DASHSCOPE_API_KEY="your_dashscope_api_key_here"
      ```

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

  <Step title="Run the example">
    Save the code above as `structured_output.py`, then run:

    ```bash theme={null}
    python structured_output.py
    ```
  </Step>
</Steps>

Full source: [cookbook/90\_models/dashscope/structured\_output.py](https://github.com/agno-agi/agno/blob/main/cookbook/90_models/dashscope/structured_output.py)