Model-based Embedding Functions

Learn how to use model-based embedding functions in Zilliz Cloud.

OpenAI [READ MORE]

Use an OpenAI embedding model with Zilliz Cloud by choosing an embedding model and creating a collection with a text embedding function.

Voyage AI [READ MORE]

This topic describes how to configure and use Voyage AI embedding functions in Milvus.

Cohere [READ MORE]

This topic describes how to configure and use Cohere embedding functions in Milvus.

Hugging Face [READ MORE]

Using a Hugging Face embedding model normally requires your application to manage credentials, call the model separately, and generate embeddings consistently for inserted data and search queries. With a Hugging Face model provider integration and a Text Embedding Function, Zilliz Cloud converts raw text into vectors during insert and search.