gemini_image_generation.py
"""Example: Using the GeminiTools Toolkit for Image Generation
An Agent using the Gemini image generation tool.
Example prompts to try:
- "Generate an image of a dog and tell me the color of the dog"
- "Create an image of a cat driving a car"
Run `uv pip install google-genai agno` to install the necessary dependencies.
"""
import base64
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.models.gemini import GeminiTools
from agno.utils.media import save_base64_data
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[GeminiTools()],
debug_mode=True,
)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
response = agent.run(
"Generate an image of a dog and tell me the color of the dog",
)
if response and response.images:
for image in response.images:
if image.content:
image_base64 = base64.b64encode(image.content).decode("utf-8")
save_base64_data(
base64_data=image_base64,
output_path=f"tmp/dog_{image.id}.png",
)
print(f"Image saved to tmp/dog_{image.id}.png")
Run the Example
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno google-genai openai
3
Export your API keys
export GOOGLE_API_KEY="your_google_api_key_here"
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:GOOGLE_API_KEY="your_google_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
4
Run the example
Save the code above as
gemini_image_generation.py, then run:python gemini_image_generation.py