semantic search Improve Elasticsearch Relevance Using Text Embeddings and kNN-Search: A Comprehensive Guide to Semantic Search Optimization In this guide we will: walk through the major components of Semantic Search, get started with Elasticsearch using dense vectors, and take the next steps for stepping up your search functionality.