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Semantic response caching

Stop paying for the same answer twice

Cache responses and serve them again when an incoming request is close enough to one already answered — not just an exact match. You cut cost and latency on repetitive traffic, with full control over what is cached and for how long.

Included

Why it matters

  • Lower provider spend on repetitive prompts

  • Faster responses for common questions

  • Administer exactly what is cached and when

What's included

Similarity matching

Serve a cached answer when a new request is semantically close to an earlier one, not only on an exact hit.

Cache administration

Inspect, scope and clear the cache, with control over lifetimes per use case.

Cost and latency wins

Cut both spend and response time on the traffic that repeats most.

Governed by the same rules

Cached traffic still respects keys, budgets and guardrails.

Ready to see it in action?

Talk to our team and we'll show you how Xcellerate AIG fits your stack.

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