Atlas Vector Search Tutorials
On this page
You can learn how to set up and query an Atlas Vector Search index with our use-case tutorials.
Prerequisites
To complete these tutorials, you must have the following:
An Atlas cluster with MongoDB version v6.0.11, or v7.0.2 or later.
The sample data loaded into your Atlas cluster.
One of the following applications to run queries on your Atlas cluster:
Note
You can also complete these tutorials with local Atlas deployments that you create with the Atlas CLI. To learn more, see Create a Local Atlas Deployment.
About the Tutorials
The How to Perform Semantic Search Against Data in Your Atlas Cluster tutorial describes how to index and perform an ANN search on vector embeddings in the
sample_mflix.embedded_moviescollection.The How to Perform Hybrid Search tutorial describes how to perform a semantic search against the
sample_mflix.embedded_moviescollection and combine the results with Atlas Search full-text search results by using reciprocal rank fusion.