#Prompt Caching
2 related articles

·3 min
What Is Prompt Caching? Principles, Use Cases, and Engineering Pitfalls
What is Prompt Caching? How does it differ from regular KV cache? This article breaks down causal attention principles, closed-source API and open-source framework paths, four typical scenarios, and four engineering pitfalls.
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·2 min
GPT-6 Prompt Caching Upgrade: Higher Hit Rates and Lower Latency Costs
GPT-6 prompt caching gets a major upgrade with higher hit rates, explicit breakpoints, and new diagnostics — helping developers cut inference latency and API costs.
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