Why did you decide to use a closed-source vector database if you do open-source?
There are plenty of open-source solutions to choose from: Weaviate, Milvus, or Qdrant. <a href="https://github.com/qdrant/qdrant">https://github.com/qdrant/qdrant</a>
Disclaimer: I'm from the Qdrant team.