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

# Image Editing Agent

## Code

```python cookbook/11_models/google/gemini/image_editing.py theme={null}
from io import BytesIO

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

# No system message should be provided (Gemini requires only the image)
agent = Agent(
    model=Gemini(
        id="gemini-2.0-flash-exp-image-generation",
        response_modalities=["Text", "Image"],
    )
)

# Print the response in the terminal
response = agent.run(
    "Can you add a Llama in the background of this image?",
    images=[Image(filepath="tmp/test_photo.png")],
)

# Retrieve and display generated images using get_last_run_output
run_response = agent.get_last_run_output()
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 = PILImage.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")
```

## Usage

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

  <Step title="Prepare your image">
    Place an image file at `tmp/test_photo.png` or update the filepath in the code to point to your image.
  </Step>

  <Step title="Set your API key">
    ```bash theme={null}
    export GOOGLE_API_KEY=xxx
    ```
  </Step>

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

  <Step title="Run Agent">
    ```bash theme={null}
    python cookbook/11_models/google/gemini/image_editing.py
    ```
  </Step>
</Steps>