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Building a cost-efficient LLM caching layer in Python

DEV.to AIΒ·May 23, 2026

This tutorial details building a cost-efficient LLM caching layer in Python to reduce API costs. It uses exact-match via Redis and semantic near-duplicate detection via cosine similarity. This approach can lead to significant monthly savings by preventing redundant API calls.

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