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

# Image To Structured Output

> Turn an image URL into a Pydantic MovieScript with GPT-5.2 and stream the parsed result.

Image To Structured Output.

```python image_to_structured_output.py theme={null}
"""
Image To Structured Output
=============================

Image To Structured Output.
"""

from typing import List

from agno.agent import Agent
from agno.media import Image
from agno.models.openai import OpenAIResponses
from pydantic import BaseModel, Field
from rich.pretty import pprint


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."
    )
    characters: List[str] = Field(..., description="Name of characters for this movie.")
    storyline: str = Field(
        ..., description="3 sentence storyline for the movie. Make it exciting!"
    )


# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(model=OpenAIResponses(id="gpt-5.2"), output_schema=MovieScript)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    response = agent.run(
        "Write a movie about this image",
        images=[
            Image(
                url="https://upload.wikimedia.org/wikipedia/commons/0/0c/GoldenGateBridge-001.jpg"
            )
        ],
        stream=True,
    )

    for event in response:
        pprint(event.content)
```

## 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 OpenAI API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export OPENAI_API_KEY="your_openai_api_key_here"
      ```

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

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

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

Full source: [cookbook/02\_agents/12\_multimodal/image\_to\_structured\_output.py](https://github.com/agno-agi/agno/blob/main/cookbook/02_agents/12_multimodal/image_to_structured_output.py)