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Semantic Caching and Live Internet Search: Tools That Let AI Cache Answers to Save Money, and Pull Data From the Web When It Needs To

This story is from 2026-10-30. It is preserved in the archive; the latest stories are on the live feed.

Say you open the logs of your chat system and they are full of questions like these: "How do I change my password?" "Forgot my password, what do I do?" "Where do I reset my password?" All three mean the same thing. But the system sent each one to the AI, had it write a fresh answer three times, and…

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  1. 2026-10-30 18:31 · DEV Community — AI
    Semantic Caching and Live Internet Search: Tools That Let AI Cache Answers to Save Money, and Pull Data From the Web When It Needs To

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