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

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Code

cookbook/examples/teams/multimodal/image_to_image_transformation.py
from agno.agent import Agent
from agno.models.openai import OpenAIChat
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=OpenAIChat(id="gpt-5-mini"),
    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=OpenAIChat(id="gpt-5-mini"),
    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=OpenAIChat(id="gpt-5-mini"),
    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,
)

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Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
2

Install required libraries

pip install agno
3

Set environment variables

export OPENAI_API_KEY=****
export FAL_KEY=****
4

Run the agent

python cookbook/examples/teams/multimodal/image_to_image_transformation.py
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