Optimizing AI Backend Performance with FastAPI Lazy Loading

Implementing lazy loading for heavy ML models significantly reduces cold start times, making AI applications more compatible with serverless architectures like AWS Lambda. This approach ensures high availability for health checks and metadata endpoints while deferring resource-intensive tasks until they are actually needed.