A sophisticated multi-model AI agent framework with intelligent task routing, extensible plugin architecture, and advanced resource optimization.
# ManusPrime [](https://opensource.org/licenses/MIT) [](https://www.python.org/downloads/) [](https://github.com/psf/black) <!-- This HTML comment trick enables image centering in markdown -->   > A sophisticated multi-model AI agent framework with intelligent task routing, extensible plugin architecture, and advanced resource optimization. ## ✨ Highlights - **Smart Model Selection** - Automatically routes tasks to the most suitable AI model - **Multi-Provider Support** - Seamlessly works with OpenAI, Anthropic, Mistral, DeepSeek, and more - **Modular Plugin System** - Easily extend capabilities with specialized plugins - **Advanced Memory System** - Vector-based storage for context-aware responses - **Resource Optimization** - Intelligent caching, batching, and fallback mechanisms - **Input Validation** - Enhanced security and prompt optimization - **Budget Controls** - Fine-grained cost management and tracking ## 🚀 Quick Start ```bash # Clone repository git clone https://github.com/ageborn-dev/manusprime.git cd manusprime # Setup environment python -m venv venv source venv/bin/activate # or venv\Scripts\activate on Windows pip install -r requirements.txt # Configure API keys cp .env.example .env # Edit .env with your API keys # Run the server python server.py ``` Visit `http://localhost:8000` to access the web interface. ## 🧠 Core Architecture ManusPrime employs a sophisticated multi-model approach that intelligently routes tasks to the optimal AI model: ┌─────────────┐ ┌───────────────┐ ┌────────────────┐ ┌─────────────┐ │ User Input │────▶│ Task Analysis │────▶│ Model Selection│────▶│ Execution │
HAL 分层混合模型工作流 — 强模型(Claude)负责理解/拆解/验收,低成本模型(DeepSeek)负责检索/提取/清洗。Hermes Agent skill。
An LLM agent fine-tuned on DeepSeek for spaced repetition, dynamically integrating knowledge points based on the Ebbinghaus forgetting curve.
基于 STM32F103 构建的端到端 AI 智能手表生态。自研“零重定位”原生机器码动态加载引擎与页面栈式 UI 框架;集成生产级 OTA 回滚保护机制与高带宽(921600 baud)串口协议栈。通过 Node.js 中继实现 DeepSeek AI 语义控制及 ASRPRO 语音全双工交互,是一个集成了分布式计算、现代存储管理与 AI Agent 的嵌入式全栈工程。
A Meta-Agent-Driven Self-Evolving Multi-Agent System for UAV Detection and Tracking
One command to run Hermes AI Agent with a browser UI. Zero prerequisites. 一行命令,AI 就位。
网页应用Agent,接入DeepSeek、Mimo等模型