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Implement FastAPI Lifespan Model Caching

medium~15 min20 pts
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Problem

# Implement FastAPI Lifespan Model Caching Loading machine learning models from disk on every HTTP request introduces massive latency. Modern FastAPI applications use lifespan handlers (`@asynccontextmanager`) to load models into an application cache dictionary at startup and clean them up during shutdown. ### Task Create an async lifespan context manager `create_model_lifespan(model_loader_fn, cache_dict: dict)` that: 1. Calls `model_loader_fn()` and stores the returned model in `cache_dict["model"]`. 2. Yields control to the running application. 3. Clears `cache_dict` when the application shuts down.
mlopsfastapipythonserving
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