AIGC Application Platform: Lingmengcan AI, large language model, aigc, stable diffusion, langchainjs, nestjs, vue3, naive ui, DeepSeek, chromadb
<h1 align="center">Lingmengcan AI Platform</h1> <p align="center">English | <a href="README.zh-CN.md">中文</a></p> <p align="center"> <img src="https://img.shields.io/badge/Vue-3.x-4FC08D?style=flat-square&logo=vue.js" alt="Vue"> <img src="https://img.shields.io/badge/NestJS-10.x-E0234E?style=flat-square&logo=nestjs" alt="NestJS"> <img src="https://img.shields.io/badge/TypeScript-5.x-3178C6?style=flat-square&logo=typescript" alt="TypeScript"> <img src="https://img.shields.io/badge/MySQL-8.0-4479A1?style=flat-square&logo=mysql" alt="MySQL"> <img src="https://img.shields.io/badge/License-MIT-green?style=flat-square" alt="License"> </p> Lingmengcan is an end-to-end AI application development platform powered by large language models. It provides comprehensive solutions including knowledge base management, intelligent conversations, workflow orchestration, and AI image generation. Built with modern microservice architecture, supporting fully local deployment to ensure enterprise data security. ## ✨ Key Features - **🤖 Multi-Model Support**: Compatible with OpenAI, Ollama, DeepSeek and other LLMs - **💬 Intelligent Chat**: Multi-turn conversations, context memory, streaming output - **📚 Knowledge Base RAG**: Document upload, vectorization, intelligent retrieval enhancement - **🎨 AI Image Generation**: Integrated Stable Diffusion for text-to-image generation - **🔄 Workflow Engine**: Drag-and-drop visual designer with rich node types and real-time debugging - **🧩 Plugin Marketplace**: Extensible plugin system supporting custom node development - **👥 Permission Management**: Complete RBAC permission system - **🔒 Private Deployment**: Fully local operation without external dependencies ## 🏗️ Architecture ### Frontend Layer (`web/`) ``` Vue 3 + TypeScript + Vite ├── UI Framework: TDesign + Tailwind CSS ├── State Management: Pinia ├── Routing: Vue Router └── HTTP Client: Axios ``` ### Service Layer (`service/`) ``` NestJS + TypeScript ├── Database: TypeOR
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