BoilerBot: A Reliable Task-Oriented Chatbot Enhanced with Large Language Models

Abstract

This paper outlines the design and deployment of BoilerBot: a task-oriented multi-modal conversational agent developed for the Alexa Prize TaskBot 2 competition. BoilerBot features flexible response generation, leveraging Large Language Models (LLMs) to enable adaptable user experiences. We discuss our novel contributions towards advancing state-of-the-art task-oriented conversational agents, highlighting user-facing challenges and proposing fault-tolerant, iterative solutions for carefully guided workflows that enable Alexa users to maximize BoilerBot’s functionality.

Publication
2nd Proceedings of Alexa Prize TaskBot (Alexa Prize 2023)
Jinen Setpal
Jinen Setpal
ML Engineer @ DagsHub

Research under Interpretable Domain Generalization.