For AI agents: a documentation index is available at https://www.mongodb.com/docs/llms.txt — markdown versions of all pages are available by appending .md to any URL path.

Manage Automated Embedding

Deployment Type

The inference scope controls where Atlas runs embedding model inference for the Automated Embedding indexes on a cluster. By default, inference can run in any cloud provider and geography. If you need to keep the processing of your text inside a specific geography, set the inference scope of your cluster to the United States (US) or Europe (EU).

Important

Inference scoped to the United States is Generally Available. Inference scoped to Europe is in Preview and isn't recommended for production workloads. The Preview feature and the corresponding documentation might change at any time during the Preview period. To learn more, see Preview Features.

To view aggregated token usage and embedding model requests for Automated Embedding service, you can use MongoDB Vector Search dashboard or Atlas metrics.

You can manage rate limits for Automated Embedding from the Atlas UI.