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