Thanks for the article and definitely agree you are better off to start it simple like a parquet file and faiss and then test out options with your data. I say that mainly to test chunking strategies because of how big an effect it has on everything downstream whatever vector db or bert path you take -- chunking is a much bigger impact source than most people acknowledge.
