AI Customer Service Chatbot

An AI conversational agent deployed on a website that uses LLMs and retrieval-augmented generation to retrieve answers from site page content and reply to visitors. When any of the retrieval, confidence or citation thresholds is not met, the conversation is automatically handed off to a human agent. The core challenge is preventing the model from fabricating nonexistent policies or information.