Traditional search matches keywords. Semantic search matches meaning. A search for 'how to fix slow database queries' would match documents about 'query optimization' and 'index tuning' even if they don't contain the exact search terms.
Semantic search is powered by embedding models and vector databases. It's the backbone of RAG systems and modern search engines.