image_understanding.py
Run the Example
1
Set up your virtual environment
2
Install dependencies
3
Export your Google API key
4
Run the example
Save the code above as
image_understanding.py, then run:Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
Example showing image understanding with the Interactions API.
"""
Gemini Interactions - Image Understanding
==========================================
Example showing image understanding with the Interactions API.
Supports images from URLs, local files, and raw bytes.
"""
from agno.agent import Agent
from agno.media import Image
from agno.models.google import GeminiInteractions
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
model=GeminiInteractions(id="gemini-3.5-flash"),
markdown=True,
)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
# --- Image from URL ---
agent.print_response(
"What do you see in this image? Describe it in detail.",
images=[Image(url="https://picsum.photos/id/237/400/300")],
)
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
Install dependencies
uv pip install -U agno google-genai
Export your Google API key
export GOOGLE_API_KEY="your_google_api_key_here"
$Env:GOOGLE_API_KEY="your_google_api_key_here"
Run the example
image_understanding.py, then run:python image_understanding.py
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