Conversational AI Assistant
Conversational AI assistants aim to create natural and helpful interactions between humans and machines, focusing on improving dialogue management, task completion, and user experience. Current research emphasizes enhancing these assistants' capabilities through large language models, often incorporating retrieval-augmented generation and fine-tuning techniques to improve accuracy and efficiency across diverse domains and interaction styles (e.g., voice, text, multimodal). This field is significant for its potential to streamline various professional tasks, from compliance checks and fitness coaching to UX evaluation and smart city management, while also raising important considerations regarding human-AI interaction, trust, and ethical implications.