The stability-sdk provides Python client implementations for interacting with Stability AI’s cloud-based APIs. It wraps gRPC endpoints to generate images from text prompts using stable diffusion models, with support for style presets, upscaling, and animation generation. The SDK includes both a Python API class and a command-line interface for invoking image generation and upscaling operations.