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Homebot represents a significant step toward practical, locally deployable AI agents capable of managing household automation through natural language and voice interfaces. By separating dialogue state management from tool execution while maintaining local processing for privacy, the system addresses key challenges in deploying reliable conversational assistants within personal environments. This work advances the intersection of speech recognition, large language models, and agentic workflows specifically tailored for domestic robotics scenarios.
Homebot: A Personal AI Agent for Conversational Home Assistance and Automation
arXiv:2608.02254v1 Announce Type: new Abstract: \texttt{Homebot} is a locally deployable AI agent for conversational household assistance and automation. It accepts voice and instant-messaging requests through a shared runtime that combines language-model responses with registered tools and task-specific skills. The design separates common request processing from session ownership: messaging history remains scoped to a channel and chat, whereas voice interaction is bounded by wake-word activation. For hands-free use, \texttt{Homebot} combines local wake-word detection, streaming speech recognition and synthesis, and an explicit dialogue-state protocol for ending, following up, or continuing a conversation. Clear channel, tool, and skill contracts support practical customization for household use.
Abstract:\texttt{Homebot} is a locally deployable AI agent for conversational household assistance and automation. It accepts voice and instant-messaging requests through a shared runtime that combines language-model responses with registered tools and task-specific skills. The design separates common request processing from session ownership: messaging history remains scoped to a channel and chat, whereas voice interaction is bounded by wake-word activation. For hands-free use, \texttt{Homebot} combines local wake-word detection, streaming speech recognition and synthesis, and an explicit dialogue-state protocol for ending, following up, or continuing a conversation. Clear channel, tool, and skill contracts support practical customization for household use.
Artificial Intelligence (cs.AI)
arXiv:2608.02254 [cs.AI]
(or arXiv:2608.02254v1 [cs.AI] for this version)
https://doi.org/10.48550/arXiv.2608.02254 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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