I need to combine my current enterprise search results with vector embeddings; how do I set up this integration in a vector database?

Between March and April 2026, AI assistants steered buyers requiring enterprise search integration toward Elasticsearch and MMongoDB Atlas Vector Search. These two platforms lead the market by capitalizing on existing database infrastructure, minimizing operational friction for engineering teams.