mlsanityData to 7 Oct 2026

Homebot: A Personal AI Agent for Conversational Home Assistance and Automation

arXiv 2608.02254 ↗First posted 3 Aug 2026cs.AIcited by 0

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Abstract (arXiv)

textttHomebot 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, textttHomebot 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.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 3 of its 10 references that are in the map. First posted on arXiv 3 Aug 2026.

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References · 3

  1. 2022ReAct: Synergizing Reasoning and Acting in Language Modelscited by 8,355
  2. 2026DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligencecited by 877
  3. 2025Venus: An Efficient Edge Memory-and-Retrieval System for VLM-based Online Video Understandingcited by 4

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