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Code

cookbook/11_models/ollama/image_agent_bytes.py
from pathlib import Path

from agno.agent import Agent
from agno.media import Image
from agno.models.ollama import Ollama

agent = Agent(
    model=Ollama(id="gemma3"),
    markdown=True,
)

image_path = Path(__file__).parent.joinpath("sample.jpg")
agent.print_response(
    "Write a 3 sentence fiction story about the image",
    images=[Image(filepath=image_path)],
)

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Usage

1

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate
2

Install Ollama

Follow the installation guide and run:
ollama pull gemma3
3

Install dependencies

uv pip install -U ollama agno
4

Add sample image

Place a sample image named sample.jpg in the same directory as your script, or update the image_path to point to your desired image.
5

Run Agent

python cookbook/11_models/ollama/image_agent_bytes.py