Mixedbread AI

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

Embeddings

Epsilla integrates with Mixedbread AI with the following embedding models.

Name	Dimensions
mixedbreadai/UAE-Large-V1	1024
mixedbreadai/bge-large-en-v1.5	1024
mixedbreadai/gte-large	1024
mixedbreadai/e5-large-v2	1024
mixedbreadai/multilingual-e5-large	1024
mixedbreadai/multilingual-e5-base	768
mixedbreadai/gte-large-zh	1024

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 mixedbreadai embedding model during vector table schema creation: