MongoDB Atlas Search, built on Apache Lucene, is a fully embedded full-text search in MongoDB Atlas.

Prakul Agarwal

Learn how to build generative AI (GenAI) applications by harnessing the power of MongoDB Atlas and Vector Search.

Building Generative AI Applications Using MongoDB: Harnessing the Power of Atlas Vector Search and Open Source Models

Benjamin Flast

Learn how to get started with Vector Search on MongoDB while leveraging the OpenAI.

How to Do Semantic Search in MongoDB Using Atlas Vector Search

Abdulrasaq Jamiu Adewuyi

In this tutorial, you will learn how to add the autocomplete feature to a website built with NextJS.

Adding Autocomplete To Your NextJS Applications With Atlas Search

Ethan Steininger

Atlas Search provides the ability to execute a performant query that spans multiple indexes in your data store. It's very rare, however, that MongoDB’s query planner selects a plan that involves multiple indexes. We’ll walk through a scenario in which this becomes a requirement. 

Flexible Querying with Atlas Search

Karen Huaulme

This is an in-depth explanation of various Atlas Search analyzers and indexes to help you build the best full-text search experience for your MongoDB application.

Analyzing Analyzers to Build the Right Search Index for Your App

Harshad Dhavale

This article will walk through three options of query patterns, data models, and index definitions to support your various multilingual application needs. 

Atlas Search Multi-Language Data Modeling

Joel Lord

In this tutorial, we’ll make a website that has a simple text search and use Atlas Search to promote some of our products on sale.

Building an E-commerce Content Catalog with Atlas Search

Build a Movie Search Engine Using Full Text Search Indexes on MongoDB Atlas.

Tutorial: Build a Movie Search Engine Using Atlas Full-Text Search in 10 Minutes

Check out this blog tutorial to learn how to build a movie search application using MongoDB Atlas Search.

Tutorial: Build a Movie Search Application Using Atlas Search

Nic Raboy

Learn how to create an autocomplete form element that leverages the natural language processing of MongoDB Atlas Search.

Building an Autocomplete Form Element with Atlas Search and JavaScript

Learn how to use JavaScript and HTML to show MongoDB Atlas Search highlights on the screen.

Visually Showing Atlas Search Highlights with JavaScript and HTML

Learn how to compound Atlas Search operators and do autocomplete searches with geospatial criteria.

Searching on Your Location with Atlas Search and Geospatial Operators

Learn how to add full-text search to your GraphQL API using custom resolvers and MongoDB Atlas Search.

Implement Full-Text Search over a GraphQL API in Atlas

Isa Torres

This blog will cover how to leverage synonyms to create a feedback loop that is self-tuning, in order to deliver incrementally more relevant search results to your users.

Improve Your App's Search Results with Auto-Tuning

Anaiya Raisinghani

Learn how to define your own custom synonyms for use with MongoDB Atlas Search in this example with features searching within slang found in Twitter messages.

Get Hyped: Synonyms in Atlas Search

Learn how to influence the score of your Atlas Search results using a variety of operators and options.

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Tutorials

All Search Tutorials