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

# Image Model Output

> Return generated images from model responses.

Similar to providing image inputs, you can also get image outputs from an agent. Take a look at the [compatibility matrix](/models/compatibility#multimodal-support) to see which models support image as output.

## Image Output Modality

The following example demonstrates how some models can directly generate images as part of their response.

```python image_agent.py theme={null}
from io import BytesIO

from agno.agent import Agent, RunOutput  # noqa
from agno.models.google import Gemini
from PIL import Image

agent = Agent(
    model=Gemini(
        id="gemini-2.0-flash-exp-image-generation",
        response_modalities=["Text", "Image"], # Generate both images and text in the response
    )
)

# Print the response in the terminal
run_response = agent.run("Make me an image of a cat in a tree.")

if run_response and isinstance(run_response, RunOutput) and run_response.images:
    for image_response in run_response.images:
        image_bytes = image_response.content
        if image_bytes:
            image = Image.open(BytesIO(image_bytes))
            image.show()
            # Save the image to a file
            # image.save("generated_image.png")
else:
    print("No images found in run response")
```

<Check>You can find all generated images in the `RunOutput.images` list.</Check>

## Developer Resources

* View more [Examples](/models/providers/native/google/usage/image-generation-stream)