Semantic Layer + LLM = AI Chatbot for Fast Answers

Learn how to feed an LLM and launch an AI chatbot lightning-fast with a Semantic Layer Learn how a semantic layer made it possible for Quantatec to move away from hard-to-manage reports to sophisticated dashboards and AI chatbots, allowing their customers to quickly and easily get insights from their fleet data. "Combining Large Language Models with a semantic layer not only enhances the ability of AI chatbots to understand and generate human-like responses, but also provides a simplified and meaningful representation of complex data, thereby improving user experience, efficiency, and security." Quantatec previously used hard-coded dashboards to offer basic filters and report generation. But once they implemented the Cube Cloud semantic layer, they quickly delivered sophisticated dashboards, and most recently, an AI chatbot that their customers use to explore and ask questions of their data.