Developed unified image generation capabilities for the lobehub/lobe-chat repository by integrating Replicate as a new provider, enabling support for advanced models such as FLUX and Stable Diffusion through a single API. This work involved TypeScript-based API integration, React-driven UI enhancements, and cross-repository collaboration to ensure seamless provider onboarding. In lobehub/lobe-icons, implemented provider icon and configuration mapping to improve visibility and user experience within LobeChat settings. The approach established a scalable model-bank architecture, reducing onboarding complexity for future providers and improving time-to-first-image. No major bugs were reported, reflecting a focus on stability and maintainability throughout the development process.