> The text needs to be fully analyzed with LLMs before embedding.
If you happen to know what kinds of questions you will be asking about your RAG index, you should pre-process the texts to add QA pairs. Otherwise you can prompt the LLM to do chain-of-thought inferences based on the source text and add them to the material.
I am currently testing embeddings/RAG and could use some insight on how to make the results better.