Google AI Studio Image Generation
Google AI Studio provides powerful image generation capabilities using Google's Imagen models to create high-quality images from text descriptions.
Overviewโ
Property | Details |
---|---|
Description | Google AI Studio Image Generation uses Google's Imagen models to generate high-quality images from text descriptions. |
Provider Route on LiteLLM | gemini/ |
Provider Doc | Google AI Studio Image Generation โ |
Supported Operations | /images/generations |
Setupโ
API Keyโ
# Set your Google AI Studio API key
import os
os.environ["GEMINI_API_KEY"] = "your-api-key-here"
Get your API key from Google AI Studio.
Image Generationโ
Usage - LiteLLM Python SDKโ
- Basic Usage
- Async Usage
- Advanced Parameters
Basic Image Generation
import litellm
import os
# Set your API key
os.environ["GEMINI_API_KEY"] = "your-api-key-here"
# Generate a single image
response = litellm.image_generation(
model="gemini/imagen-4.0-generate-preview-06-06",
prompt="A cute baby sea otter swimming in crystal clear water"
)
print(response.data[0].url)
Async Image Generation
import litellm
import asyncio
import os
async def generate_image():
# Set your API key
os.environ["GEMINI_API_KEY"] = "your-api-key-here"
# Generate image asynchronously
response = await litellm.aimage_generation(
model="gemini/imagen-4.0-generate-preview-06-06",
prompt="A beautiful sunset over mountains with vibrant colors",
n=1,
)
print(response.data[0].url)
return response
# Run the async function
asyncio.run(generate_image())
Advanced Image Generation with Parameters
import litellm
import os
# Set your API key
os.environ["GEMINI_API_KEY"] = "your-api-key-here"
# Generate image with additional parameters
response = litellm.image_generation(
model="gemini/imagen-4.0-generate-preview-06-06",
prompt="A futuristic cityscape at night with neon lights",
n=1,
size="1024x1024",
quality="standard",
response_format="url"
)
for image in response.data:
print(f"Generated image URL: {image.url}")
Usage - LiteLLM Proxy Serverโ
1. Configure your config.yamlโ
Google AI Studio Image Generation Configuration
model_list:
- model_name: google-imagen
litellm_params:
model: gemini/imagen-4.0-generate-preview-06-06
api_key: os.environ/GEMINI_API_KEY
model_info:
mode: image_generation
general_settings:
master_key: sk-1234
2. Start LiteLLM Proxy Serverโ
Start LiteLLM Proxy Server
litellm --config /path/to/config.yaml
# RUNNING on http://0.0.0.0:4000
3. Make requests with OpenAI Python SDKโ
- OpenAI SDK
- LiteLLM SDK
- cURL
Google AI Studio Image Generation via Proxy - OpenAI SDK
from openai import OpenAI
# Initialize client with your proxy URL
client = OpenAI(
base_url="http://localhost:4000", # Your proxy URL
api_key="sk-1234" # Your proxy API key
)
# Generate image
response = client.images.generate(
model="google-imagen",
prompt="A majestic eagle soaring over snow-capped mountains",
n=1,
size="1024x1024"
)
print(response.data[0].url)
Google AI Studio Image Generation via Proxy - LiteLLM SDK
import litellm
# Configure LiteLLM to use your proxy
response = litellm.image_generation(
model="litellm_proxy/google-imagen",
prompt="A serene Japanese garden with cherry blossoms",
api_base="http://localhost:4000",
api_key="sk-1234"
)
print(response.data[0].url)
Google AI Studio Image Generation via Proxy - cURL
curl --location 'http://localhost:4000/v1/images/generations' \
--header 'Content-Type: application/json' \
--header 'Authorization: Bearer sk-1234' \
--data '{
"model": "google-imagen",
"prompt": "A cozy coffee shop interior with warm lighting",
"n": 1,
"size": "1024x1024"
}'
Supported Parametersโ
Google AI Studio Image Generation supports the following OpenAI-compatible parameters:
Parameter | Type | Description | Default | Example |
---|---|---|---|---|
prompt | string | Text description of the image to generate | Required | "A sunset over the ocean" |
model | string | The model to use for generation | Required | "gemini/imagen-4.0-generate-preview-06-06" |
n | integer | Number of images to generate (1-4) | 1 | 2 |
size | string | Image dimensions | "1024x1024" | "512x512" , "1024x1024" |
- Create an account at Google AI Studio
- Generate an API key from API Keys section
- Set your
GEMINI_API_KEY
environment variable - Start generating images using LiteLLM