MongoDB provides different text search capabilities depending on whether your data is hosted on MongoDB Atlas or a self-managed deployment.
To learn about search on self-hosted deployments, see Text Search on Self-Managed Deployments.
MongoDB Search
To perform text search on data hosted on MongoDB, use MongoDB Search. MongoDB Search supports fine-grained text indexing and a rich query language for fast, relevant search results.
To learn more and get started with MongoDB Search, see:
MongoDB Search also offers common analyzers for parsing text for full-text search, including support for over 40 language-specific analyzers.
Vector Search
To perform vector search on your data hosted on MongoDB, use Vector Search. Vector Search extends your text search capabilities to include semantic, hybrid, and generative search.
To learn more and get started with Vector Search, see: