You can create a remote model based on the Vertex AI gemini-embedding-001 model, or a remote model based on an open...

You can create a remote model based on the Vertex AI gemini-embedding-001 model, or a remote model based on an open embedding model from Vertex Model Garden or Hugging Face that is deployed to Vertex AI.

You can then use the AI.GENERATE_EMBEDDING function with these remote models to generate embeddings. You can also use the AI.EMBED function directly with the gemini-embedding-001 model endpoint.

These features are generally available (GA).