OpenAI API Assistant can add more Vector store?

I want to set up a system where each file corresponds to its own vector database because combining different files requires rebuilding the vector database. This approach is intended to reduce the cost of vectorization using OpenAI’s embedding model. However, the issue I’m facing is that the OpenAI API for assistants only supports a single vector database. How can I achieve a system that allows retrieval across multiple vector databases?