replicate-integration

Purpose Deploy and run AI models in production using Replicate's cloud platform. Specialized for image generation with Flux Dev, SDXL, custom LoRA fine-tuning, and prediction polling patterns.

❌ Don't: Poll too frequently (wastes API calls) ✅ Do: Use exponential backoff (1s → 1.5s → 2.25s → ...)

❌ Don't: Forget to handle prediction failures ✅ Do: Check status and handle errors

دمج Replicate API لنشر نموذج الذكاء الاصطناعي. يُستخدم عند إنشاء صور باستخدام نماذج Flux أو SDXL أو LoRA المخصصة عبر Replicate. المصدر: guaderrama/cabo-health-ai.