Conversational GUI for Semantic Automation Layer

Abstract

We present a Conversational Graphical User Interface for Semantic Automation Layer surfacing in IBM watsonx.data Tech Preview. Drawing from IBM pre-trained large language models (watsonx.ai), the layer semantically enriches data tables contained in a large, meta-structured data lakehouse (watsonx.data). We propose a graphical user interface backed by another fine-tuned watsonx.ai language model to provide business analysts with conversational access and control over the lakehouse using natural language.