RAG, Citations & Confidence Bars: Safer Chatbots That Show Their Sources

Evert Vorster

Published on: 18/11/2025

Build chatbots your legal team (and customers) trust. This guide shows how to combine Retrieval-Augmented Generation (RAG), inline citations, and visible confidence bars—with fallbacks and audit trails wired into InOne CRM.