Translations:FACTS About Building Retrieval Augmented Generation-based Chatbots/21/en

Ensuring the freshness of enterprise data in LLM-powered chatbots presents several challenges. Foundation models, although powerful, often fall short as they lack domain-specific and enterprise-specific knowledge. Once trained, these models are essentially frozen in time and may hallucinate, providing undesired or inaccurate information when used on enterprise content that they are not trained on.