Built a temporal aware LLM routing system that detects time sensitive queries and automatically triggers live web search to improve response accuracy. Designed a backend pipeline with async retrieval, content extraction, and relevance ranking to generate grounded answers with source citations. Achieved ~80% routing accuracy on mixed query evaluation, improving reliability of LLM responses beyond knowledge cutoff limitations.