Why it matters
Semantic caching cuts cost + latency. Understanding shapes ops.
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The architecture
Embed query.
Search vector DB for near.
Return cached if similar enough.
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How it works end to end
Threshold: cosine similarity > 0.95 typical.
GPTCache library.
Freshness: TTL + invalidation.
User surprise if too loose.