Prompt caching is one of those techniques that sounds simple but can dramatically cut API costs when implemented well. This breakdown covers how to identify semantic redundancy in user inputs without sacrificing response quality. Useful read if you're scaling LLM applications and watching your bills climb.
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AI Interview Series #5: Prompt Caching
Question: Imagine your company’s LLM API costs suddenly doubled last month. A deeper analysis shows that while user inputs look different at a text level, many of them are semantically similar. As an engineer, how would you identify and reduce this redundancy without impacting response quality? What is Prompt Caching? Prompt caching is an optimization […] The post AI Interview Series #5: Prompt Caching appeared first on MarkTechPost.
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