Text Search

MongoDB Atlas Search

MongoDB Atlas Search performs text search on data hosted on MongoDB Atlas. Atlas Search supports fine-grained text indexing and a rich query language for fast, relevant results.

To learn more, see:

• Atlas Search Aggregation Pipeline Stages

• Defining Atlas Search Indexes

• Running Atlas Search Queries

Atlas Search also offers common analyzers for parsing text for full-text search, including support for over 40 language-specific analyzers.

MongoDB Atlas Vector Search

MongoDB Atlas Vector Search performs vector search on data hosted on MongoDB Atlas. Atlas Vector Search extends text search capabilities to include semantic, hybrid, and generative search.

To learn more, see:

• Atlas Vector Search Quick Start

• Atlas Semantic Text Search

• Run Vector Search Queries