Multimodal Agent

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)],
)

Usage

1. Set up your virtual environment

   Mac

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

   uv venv --python 3.12
   .venv\Scripts\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