I found the implementation from llama-index is powerful, but just wonder whether the mechanism is totally the same, or any steps suggested by Microsoft is not implemented.
eh, its the same ideas (build communities, retrieve based on those), but I cant say for sure how much it differs because microsofts codebase is a bit of a wild ride