What is RuoYi AI
RuoYi AI is a full-stack AI development platform that provides a complete frontend, backend management, and mini-program application, supporting flexible code modification and distribution. RuoYi AI supports local RAG solutions and integrates vector databases such as Milvus/Weaviate to ensure data privacy and performance. The platform has built-in network protocols such as SSE and websocket, and can connect to dozens of large language models including OpenAI and ChatGLM. RuoYi AI is suitable for enterprises and individual developers to quickly build personalized AI applications.
Main Features of RuoYi AI
- Local RAG Solution: Integrates Milvus/Weaviate vector databases and local vectorization models, supports Ollama calling local LLMs, enabling efficient retrieval and generation while ensuring data privacy.
- Rich Model Integration: Built-in network protocols such as SSE and websocket, supports connection to dozens of large language models including OpenAI, ChatGLM, iFlytek Spark, and also integratesMidJourneyand DALLE AI drawing functionality.
- Powerful Multimedia Features: Supports AI translation、voice cloningand AI cover singing features, meeting various multimedia needs.
- WeChat Extension Features: Supports large model integration into personal WeChat or WeCom, facilitating deep integration with the WeChat ecosystem.
- Rich Plugin Features: Supports internet plugins, SQL query plugins, and Text2API plugins, expanding system capabilities to meet diverse needs.
- Payment Features: Supports multiple payment methods such as Yi Payment and WeChat Pay.
Technical Principles of RuoYi AI
- Based on the RuoYi Framework: Developed based on the RuoYi framework, inheriting its modular design, permission management, code generator, and other features, providing efficient enterprise-level application development capabilities.
- Localized RAG Implementation: Integrates vector databases such as Milvus/Weaviate to implement vectorized knowledge base retrieval, combined with local LLMs (such as Ollama), completing knowledge retrieval and generation locally, ensuring data privacy and high performance.
- Multi-Model Integration and Communication: Based on network protocols such as SSE (Server-Sent Events) and Websocket, enabling real-time communication and connection with multiple large language models, supporting dynamic invocation of different models.
Project Address of RuoYi AI
- Project Official Website：https://doc.pandarobot.chat/
- GitHub Repository：https://github.com/ageerle/ruoyi-ai
Application Scenarios of RuoYi AI
- Enterprise-Level Intelligent Management System: Enables instant translation for multinational team communications, automatic generation of meeting PPTs, and provision of personalized voice customer service, improving corporate communication efficiency and customer satisfaction.
- Education Sector: Develops intelligent education assistants to provide students with personalized learning suggestions, tutoring, and creative drawing instruction, enhancing teaching quality and student creativity.
- Intelligent Customer Service and Customer Support: Provides enterprises with intelligent customer service systems. Based on integration with WeCom or personal WeChat, it automatically answers common questions and handles customer inquiries, reducing labor costs.
- Content Creation and Multimedia Applications: Helps creators quickly generate high-quality presentation slides, audio content, and image works, improving content creation efficiency and quality.
- Individual Developers and Innovative Projects: Individual developers can quickly develop innovative applications such as intelligent chatbots and personalized recommendation systems, bringing creative ideas to life.