Why is Vector search and similarity important in production AI systems?

It supports semantic search and is a core retrieval mechanism in many RAG systems. Its importance should be evaluated against concrete quality attributes such as reliability, maintainability, security, scalability, performance, and operational complexity rather than treated as an abstract rule.