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

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

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

RAG chatbots, AI citationsconfidence score UX,WhatsApp chatbot safetyInOne CRM logging
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RAG with Guardrails

RAG with Guardrails

RAG with GuardrailsEvert Vorster
Published on: 06/11/2025

Turn generic chat into brand-safe answers. Use Retrieval-Augmented Generation (RAG) to ground replies in your own documents—then add guardrails, citations, and confidence-based fallbacks inside InOne CRM so chat stays accurate, compliant, and on-brand.

RAG chatbotsAI guardrailsgrounded answersconfidence thresholdsInOne CRM
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