Why RAG Is Not Enough
RAG searches natural language as natural language. Three fundamental limitations of embedding similarity search, and why structured semantic search is the alternative.
Embedding
Why Embedding Vectors Are Not Enough
Rearranging embedding vectors breaks the model. Avoiding breakage means rebuilding the model from scratch. What we need is not transparency inside the black box, but a transparent layer outside it.