LMCache is an engine designed to optimize large language model (LLM) serving by reducing time-to-first-token (TTFT) and increasing throughput. It efficiently caches reusable text across various storage solutions, saving GPU resources and improving response times for applications like multi-round QA and retrieval-augmented generation.