Tag: Serverless

Handle rate limits and transient failures gracefully with exponential backoff.

Implement semantic caching to avoid redundant LLM calls and reduce API costs.

Switch to PyArrow-backed DataFrames for faster operations and lower memory usage.

Process large datasets without loading everything into memory using Python generators.

Use FrozenDictionary and FrozenSet for immutable, highly-optimized read-only collections.

Replace Task with ValueTask in frequently-called async methods that often complete synchronously.