Vector Search Fundamentals / Understand Semantic Search

Course Description: 

Learn how to leverage MongoDB Atlas Vector Search to build intelligent, AI-powered search experiences for applications. Explore indexing, embeddings, and retrieval strategies.

Upon completion of the Vector Search Fundamentals skill check, you will earn a Credly badge that you are able to share with your network.

  Learning Objectives

Understand Semantic Search

Know how and when to use semantic search to capture the meaning and context behind a query and to improve the relevance of results.

Store Embeddings for Your Data

Capture the meaning and context behind your data by generating embeddings and storing them in MongoDB.

Perform a Vector Search

Implement vector search in your application to retrieve semantically similar data and improve the relevance of the results.