> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Image analysis example using CometAPI with vision models.

> Use a vision-capable model from CometAPI.

```python theme={null}
"""
Image analysis example using CometAPI with vision models.
"""

from agno.agent import Agent
from agno.media import Image
from agno.models.cometapi import CometAPI

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

# Use a vision-capable model from CometAPI
agent = Agent(
    model=CometAPI(id="gpt-4o"),  # GPT-4o has vision capabilities
    markdown=True,
)

agent.print_response(
    "Describe this image in detail and tell me what you can see",
    images=[
        Image(
            url="https://httpbin.org/image/png"  # Reliable test image
        )
    ],
    stream=True,
)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass
```

## Run the Example

```bash theme={null}
# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/90_models/cometapi

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python image_agent.py
```