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"""
Image analysis with memory example using CometAPI.
"""

from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.media import Image
from agno.models.cometapi import CometAPI

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

agent = Agent(
    model=CometAPI(id="gpt-4o"),  # GPT-4o has vision capabilities
    db=SqliteDb(db_file="tmp/cometapi_image_agent.db"),
    session_id="cometapi_image_session",
    markdown=True,
)

# First interaction with an image
agent.print_response(
    "Look at this image and remember what you see. Describe the character in detail.",
    images=[
        Image(
            url="https://httpbin.org/image/png"  # Reliable test image
        )
    ],
)

print("\n" + "=" * 50 + "\n")

# Follow-up question using memory
agent.print_response(
    "What was the main color of the character in the image I showed you earlier?"
)

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

if __name__ == "__main__":
    pass

​
Run the Example

# 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_with_memory.py