基于多智能体架构的智能AI眼镜系统:用于实时语音处理与任务执行
An Intelligent AI glasses System with Multi-Agent Architecture for Real-Time Voice Processing and Task Execution
AI总结:
本文提出一种基于多智能体架构的AI眼镜系统,实现实时语音处理与多语言任务执行。
摘要:
本文介绍了一种集成实时语音处理、人工智能代理和跨网络流媒体能力的AI眼镜系统。系统采用双代理架构,其中Agent 01负责自动语音识别(ASR),Agent 02通过本地大语言模型(LLMs)、模型上下文协议(MCP)工具和检索增强生成(RAG)管理AI处理。系统支持通过RTSP实时流媒体传输语音和视频数据、眼动数据采集以及通过RabbitMQ消息传递实现远程任务执行。实现展示了成功处理多语言语音命令和跨平台任务执行能力。
英文摘要:
This paper presents an AI glasses system that integrates real-time voice processing, artificial intelligence(AI) agents, and cross-network streaming capabilities. The system employs dual-agent architecture where Agent 01 handles Automatic Speech Recognition (ASR) and Agent 02 manages AI processing through local Large Language Models (LLMs), Model Context Protocol (MCP) tools, and Retrieval-Augmented Generation (RAG). The system supports real-time RTSP streaming for voice and video data transmission, eye tracking data collection, and remote task execution through RabbitMQ messaging. Implementation demonstrates successful voice command processing with multilingual support and cross-platform task execution capabilities.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。