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

# Image Transformation Team

This example demonstrates how an Agno Agent Team can collaborate to transform images using a style advisor to recommend transformations and an image transformer to apply AI-powered changes.

## Code

```python cookbook/02_examples/teams/multimodal/image_to_image_transformation.py theme={null}
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.team import Team
from agno.tools.fal import FalTools

style_advisor = Agent(
    name="Style Advisor",
    role="Analyze and recommend artistic styles and transformations",
    model=OpenAIResponses(id="gpt-5.2"),
    instructions=[
        "Analyze the input image and transformation request",
        "Provide style recommendations and enhancement suggestions",
        "Consider artistic elements like composition, lighting, and mood",
    ],
)

image_transformer = Agent(
    name="Image Transformer",
    role="Transform images using AI tools",
    model=OpenAIResponses(id="gpt-5.2"),
    tools=[FalTools()],
    instructions=[
        "Use the `image_to_image` tool to generate transformed images",
        "Apply the recommended styles and transformations",
        "Return the image URL as provided without markdown conversion",
    ],
)

# Create a team for collaborative image transformation
transformation_team = Team(
    name="Image Transformation Team",
    model=OpenAIResponses(id="gpt-5.2"),
    members=[style_advisor, image_transformer],
    instructions=[
        "Transform images with artistic style and precision.",
        "Style Advisor: First analyze transformation requirements and recommend styles.",
        "Image Transformer: Apply transformations using AI tools with style guidance.",
    ],
    markdown=True,
)

transformation_team.print_response(
    "a cat dressed as a wizard with a background of a mystic forest. Make it look like 'https://fal.media/files/koala/Chls9L2ZnvuipUTEwlnJC.png'",
    stream=True,
)
```

## Usage

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

  <Step title="Install required libraries">
    ```bash theme={null}
    uv pip install agno
    ```
  </Step>

  <Step title="Set environment variables">
    ```bash theme={null}
    export OPENAI_API_KEY=****
    export FAL_KEY=****
    ```
  </Step>

  <Step title="Run the agent">
    ```bash theme={null}
    python cookbook/02_examples/teams/multimodal/image_to_image_transformation.py
    ```
  </Step>
</Steps>