Semantic search retrieves results based on meaning rather than exact keyword matching. It helps users find relevant content even when they phrase queries differently from the source material.
Semantic search is powerful but not automatically precise. It can retrieve conceptually related but answer-irrelevant content. That is why semantic search in production RAG systems should be evaluated with relevance labels, ranking metrics, and trace-level inspection.