Posts tagged "rag"

Generic AI chatbots guess when they don't know the answer. Grounded RAG chatbots like Yaragent retrieve from your documents first and say "I don't know" instead of bluffing.

RAG isn't a chatbot personality trait — it's a real retrieval step before every answer. Here's how embeddings, chunking, and vector search actually stop AI from guessing.

Generic AI chatbots answer confidently even when they're wrong. Here's why AI chatbot hallucination happens, and how retrieval-grounded RAG gives a chatbot an honest “I don't know.”

A RAG chatbot searches your own business documents before it answers, so it can honestly admit when it doesn't know instead of guessing. Here's how the technology actually works.