Vector Based Approach
topic on 1 show · 2 statements across 1 episodes
2 statements about Vector Based Approach, every show
Vector RAG requires full re-indexing for single-file updates, Habib claims
“And when that policy, even one policy gets updated, you're throwing away the entire embedding store and starting over.”
Vector RAG struggles with nested tables and overlapping context, Habib explains
“When you are doing a vector-based approach, you're going through, and you are, you've chunked Right, that policy, and, you know, against the prompt, you are trying to find the most relevant chunks, right, in that policy, which means it does really badly, right…”