Hi John, thanks so much for the contribution. However, I would like to implement some upgrades to my RAG setup for PDF summarization task. Currently I have not worked alot on my Vector DB creation, chunking, indexing and embeddings part. I feel working on these functions shall improve the retrieval process, especially when it comes to 100-200 pager research documents. If possible, can you provide some suggestion on that part. Thanks