MCP智能体平台 / MCP Agent Platform
项目简介 / Project Introduction
这是一个基于多智能体架构的人机交互系统，集成了视觉识别、语音识别和语音合成等功能。系统由多个专门的智能体协同工作，实现了自然的人机交互体验。
This is a human-computer interaction system based on multi-agent architecture, integrating visual recognition, speech recognition, and speech synthesis capabilities. The system consists of multiple specialized agents working together to achieve a natural human-computer interaction experience.
系统架构 / System Architecture
系统由以下主要组件构成 / The system consists of the following main components:
智能体 / Agents
-
大脑智能体 (Brain Agent)
- 负责系统的核心决策和协调
- 处理来自其他智能体的信息
- Responsible for core decision-making and coordination
- Processes information from other agents
-
视觉智能体 (Eye Agent)
- 处理视觉输入
- 实现人脸检测和识别
- Processes visual input
- Implements face detection and recognition
-
听觉智能体 (Ear Agent)
- 处理音频输入
- 实现语音识别
- Processes audio input
- Implements speech recognition
-
发声智能体 (Mouth Agent)
- 负责语音输出
- 实现语音合成
- Responsible for audio output
- Implements speech synthesis
核心功能 / Core Features
-
人脸识别 / Face Recognition
- 实时人脸检测和识别
- 人物信息数据库管理
- Real-time face detection and recognition
- Person information database management
-
语音交互 / Voice Interaction
- 中文语音识别
- 语音合成输出
- Chinese speech recognition
- Speech synthesis output
-
Web界面 / Web Interface
- 可视化机器人界面
- 实时状态显示
- Visual robot interface
- Real-time status display
安装说明 / Installation Guide
环境要求 / Requirements
- Python 3.10+
- Windows/Linux/MacOS
安装步骤 / Installation Steps
- 克隆项目 / Clone the project
git clone [repository-url]
cd mcpTest
- 安装依赖 / Install dependencies
pip install -r requirements.txt
配置说明 / Configuration
在config.py中可以配置以下参数 / The following parameters can be configured in config.py:
- 服务器配置 / Server configuration
- 智能体参数 / Agent parameters
- 模型设置 / Model settings
- 语音识别参数 / Speech recognition parameters
使用说明 / Usage Guide
启动系统 / Start the System
- 运行主程序 / Run the main program
python main.py
- 访问Web界面 / Access the Web interface
http://localhost:8070
功能使用 / Features Usage
-
人脸识别 / Face Recognition
- 系统会自动检测和识别摄像头中的人脸
- 首次识别的人脸会被自动记录
- The system automatically detects and recognizes faces in the camera
- First-time recognized faces will be automatically recorded
-
语音交互 / Voice Interaction
- 系统支持中文语音识别
- 可以通过语音与系统进行对话
- The system supports Chinese speech recognition
- You can dialogue with the system through voice
技术栈 / Tech Stack
-
后端 / Backend
- Python
- FastAPI
- WebSocket
- OpenCV
- SpeechRecognition
- pyttsx3
-
前端 / Frontend
- HTML/CSS
- JavaScript
- WebSocket
目录结构 / Directory Structure
├── config.py # 配置文件 / Configuration file
├── main.py # 主程序 / Main program
├── requirements.txt # 依赖清单 / Dependencies list
├── src/
│ ├── agents/ # 智能体实现 / Agent implementations
│ ├── brain/ # 大脑逻辑 / Brain logic
│ ├── platform/ # 平台核心 / Platform core
│ ├── utils/ # 工具函数 / Utility functions
│ └── web/ # Web服务 / Web service
├── static/ # 静态资源 / Static resources
└── templates/ # 页面模板 / Page templates