"We have memory. We're using RAG." You have retrieval. Those aren't the same thing, and the gap...
"We have memory. We're using RAG."
You have retrieval. Those aren't the same thing, and the gap between them is where agents quietly go wrong.
Day 2.
RAG finds documents that look relevant to your question. That's it . That's the whole job. It's a very good search engine bolted to a very good writer.
But consider what it can't do.
RAG retrieves from a fixed document corpus at query time; agent memory stores what the agent learned from interactions and…
Retrieval answers what's in your data. Memory answers what happened before. Production agents need both—here's why stitching them…
Part 3 of Retrieval-Augmented Self-Recall. Code: RE-call. Part 2: hybrid retrieval on...
A client called us last month with a simple complaint: "Our support agent confidently quotes the...
If your RAG app sometimes answers from the wrong document even though the right one was in your...
What RAG architectures are missing between finding information and trusting it.
