Nomic AI

On Epsilla Cloud, you can enable Nomic AI integration by providing your Nomic AI API key (we securely manage your keys using AWS KMS):

Embeddings

Epsilla integrates with Nomic AI with the following embedding models.

Name	Dimensions	Support Dimension Reduction
nomicai/nomic-embed-text-v1.5	768	Yes
nomicai/nomic-embed-text-v1	768	No

For Epsilla open source vector db, you just need to add a header in the data ingestion and semantic search queries like this.

Then you can start using the nomicai embedding model during vector table schema creation:

For models that support dimension reduction, you can optionally provide a dimensions parameter to reduce the embedding response size: