GPT Image 2 Python SDK for RunAPI

The GPT Image 2 Python SDK is the language-specific package for GPT Image 2 on RunAPI. Use this package for image generation, image editing, and creative production workflows when your application needs request bodies, task status lookup, and consistent RunAPI errors in Python.

This README is the Python package guide inside the public gpt-image-2-sdk repository. For the repository overview, start at ../README.md; for model details, use https://runapi.ai/models/gpt-image-2; for API reference, use https://runapi.ai/docs/api/gpt-image-2/text-to-image; for SDK docs, use https://runapi.ai/docs/resources/sdks.

Install

pip install runapi-gpt-image-2

Quick start

from runapi.gpt_image_2 import GptImage2Client

client = GptImage2Client()  # reads RUNAPI_API_KEY, or pass api_key="sk-..."

task = client.text_to_image.create(
    model="gpt-image-2",
    prompt="A futuristic cityscape at night, cinematic",
    aspect_ratio="16:9",
    output_resolution="2k",
)
status = client.text_to_image.get(task.id)

edit = client.edit_image.create(
    model="gpt-image-2",
    prompt="Transform into oil painting style",
    source_image_urls=["https://cdn.runapi.ai/public/samples/image.jpg"],
)

Use create to submit a task and return quickly, get to fetch the latest task state, and run to create and poll until completion:

result = client.text_to_image.run(
    model="gpt-image-2",
    prompt="A serene mountain lake at dawn",
)
print(result.images[0].url)

In web request handlers, prefer create plus webhook or later get polling so a worker is not held open.

RunAPI-generated file URLs are temporary. Download and store generated images, videos, audio, or other files in your own durable storage within 7 days; do not treat returned URLs as long-term assets.

Language notes

Pass parameters as keyword arguments and catch the runapi.gpt_image_2 error classes when building image jobs or scripts. The available resources are text_to_image and edit_image. Keep RUNAPI_API_KEY in the environment or your secret manager; never commit API keys or callback secrets.

Links

• Model page: https://runapi.ai/models/gpt-image-2
• SDK docs: https://runapi.ai/docs/resources/sdks
• Product docs: https://runapi.ai/docs/api/gpt-image-2/text-to-image
• Pricing and rate limits: https://runapi.ai/models/gpt-image-2/text-to-image
• Provider comparison: https://runapi.ai/providers/openai
• Full catalog: https://runapi.ai/models
• Repository: https://github.com/runapi-ai/gpt-image-2-sdk

License

Licensed under the Apache License, Version 2.0.