Why Care About Prompt Caching in LLMs?

Prompt caching is a key optimization technique for large language models that reduces both costs and latency. By storing frequently used prompts in cache, organizations can avoid reprocessing identical inputs, leading to faster response times and lower API expenses. This efficiency improvement is particularly valuable for applications handling repetitive queries or maintaining consistent context across multiple interactions.