embeddings

“I feel like RAG and embeddings are very under-discussed, or under-appreciated in some sense, relative to the impact that they really seem to be having, or starting to have, and I think Notion Q&A is a great example of that.”

“Our research actually shows that when you do this well, we, you very rarely need keywords alongside embeddings, but getting embeddings to perform perfectly is, is actually, it could be quite intricate.”

“LLMs and, you know, specifically embeddings are going to be core to how people actually query data, not, you know, traditional algebraic relational indexes.”

“There's a lot of focus on embeddings and vector search over the last few years, but that's actually only one part of, ah, building a good search system. Because if you think about an enterprise, ah, imagine a company that has been around for a few decades. You…”

“I would say, I mean, the interesting thing is that with embeddings, it almost doesn't matter as much anymore, The AI doesn't really care what the tree structure is, for example. The, all, all the AI cares about is that there's a snippet of text that has the co…”