# 7. External API Integration ### 7.1 FLUX.1-dev API **Purpose:** High-quality image generation to replace current Qwen implementation **Documentation:** Available through Hugging Face Spaces **Base URL:** Hugging Face Space for FLUX.1-dev **Authentication:** Using existing HUGGING_KEY environment variable **Key Endpoints Used:** - `POST /infer` - Image generation with parameters **Error Handling:** Fallback to existing functionality if FLUX.1-dev fails