Code
cookbook/11_models/google/gemini/imagen_tool_advanced.py
"""🔧 Example: Using the GeminiTools Toolkit for Image Generation
An Agent using the Gemini image generation tool.
Make sure to set the Vertex AI credentials. Here's the authentication guide: https://cloud.google.com/sdk/docs/initializing
"""
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.tools.models.gemini import GeminiTools
from agno.utils.media import save_base64_data
agent = Agent(
model=OpenAIResponses(id="gpt-5.2"),
tools=[
GeminiTools(
image_generation_model="imagen-4.0-generate-preview-05-20", vertexai=True
)
],
)
agent.print_response(
"Cinematic a visual shot using a stabilized drone flying dynamically alongside a pod of immense baleen whales as they breach spectacularly in deep offshore waters. The camera maintains a close, dramatic perspective as these colossal creatures launch themselves skyward from the dark blue ocean, creating enormous splashes and showering cascades of water droplets that catch the sunlight. In the background, misty, fjord-like coastlines with dense coniferous forests provide context. The focus expertly tracks the whales, capturing their surprising agility, immense power, and inherent grace. The color palette features the deep blues and greens of the ocean, the brilliant white spray, the dark grey skin of the whales, and the muted tones of the distant wild coastline, conveying the thrilling magnificence of marine megafauna."
)
response = agent.get_last_run_output()
if response and response.images:
save_base64_data(str(response.images[0].content), "tmp/baleen_whale.png")
"""
Example prompts to try:
- A horizontally oriented rectangular stamp features the Mission District's vibrant culture, portrayed in shades of warm terracotta orange using an etching style. The scene might depict a sun-drenched street like Valencia or Mission Street, lined with a mix of Victorian buildings and newer structures.
- Painterly landscape featuring a simple, isolated wooden cabin nestled amongst tall pine trees on the shore of a calm, reflective lake.
- Filmed cinematically from the driver's seat, offering a clear profile view of the young passenger on the front seat with striking red hair.
- A pile of books seen from above. The topmost book contains a watercolor illustration of a bird. VERTEX AI is written in bold letters on the book.
"""
Usage
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Set up Vertex AI authentication
Follow the authentication guide to set up Vertex AI credentials.
gcloud auth application-default login
3
Set your API keys
export GOOGLE_API_KEY=xxx
export OPENAI_API_KEY=xxx
export GOOGLE_CLOUD_PROJECT=your-project-id
4
Install dependencies
uv pip install -U google-genai openai agno
5
Run Agent
python cookbook/11_models/google/gemini/imagen_tool_advanced.py