Vector Index Cold Start: Why Your First Query Takes 8 Seconds

This article addresses the "cold start" problem in vector indexes for RAG services, where the first query after a deployment can take several seconds due to the index loading from disk. Although temporary, this latency spike impacts user experience, especially in high-traffic scenarios.