Intelligent Assistant

Intelligent assistants are software systems designed to automate tasks and provide personalized support to users, aiming to improve efficiency and user experience across various domains. Current research focuses on enhancing these assistants using large language models (LLMs), retrieval-augmented generation (RAG), and Bayesian methods to improve memory, personalization, and contextual understanding, often incorporating multimodal interactions (e.g., voice, vision, and gesture). This research is significant because it addresses challenges in human-computer interaction, knowledge sharing, and task automation, with implications for diverse fields including manufacturing, healthcare, education, and customer service.