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RuoYi AI - A full-stack AI development platform for quickly building personalized AI applications.

RuoYi AI is a full-stack AI development platform that provides complete front-end, back-end management, and mini-program applications, supporting flexible code modification and distribution. RuoYi AI supports local RAG solutions and integrates with Milvus/Weaviate, etc...

What is RuoYi AI?

RuoYi AI is a full-stack AI development platform that provides complete front-end, back-end management, and mini-program applications, supporting flexible code modification and distribution. RuoYi AI supports local RAG solutions and integrates vector libraries 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 such as OpenAI and ChatGLM. RuoYi AI is suitable for enterprise and individual developers to quickly build customized AI applications.

RuoYi AI's main functions

  • Local RAG SolutionIt integrates the Milvus/Weaviate vector library and local vectorization models, supports Ollama to call local LLM, achieves efficient retrieval and generation, and ensures data privacy.
  • Rich model integrationBuilt-in SSE, WebSocket and other network protocols, supporting integration with dozens of large language models such as OpenAI, ChatGLM, and iFlytek Spark, while also integrating MidJourney and DALLE AI drawing functions.
  • powerful multimedia functionsIt supports AI translation, voice cloning, and AI cover singing, meeting a variety of multimedia needs.
  • WeChat extended functionsSupports large-scale models to be integrated into personal or enterprise WeChat, facilitating deep integration with the WeChat ecosystem.
  • Enrich plugin functionalityIt supports network plugins, SQL query plugins, and Text2API plugins to expand system capabilities and meet diverse needs.
  • Payment functionSupports multiple payment methods such as EasyPay and WeChat Pay.

The technical principles of RuoYi AI

  • Based on the RuoYi frameworkDeveloped based on the RuoYi framework, it inherits its modular design, permission management, code generator, and other features, providing efficient enterprise-level application development capabilities.
  • Localized RAG ImplementationIt integrates vector libraries such as Milvus/Weaviate to achieve vectorized knowledge base retrieval, and combines local LLMs (such as Ollama) to complete knowledge retrieval and generation locally, ensuring data privacy and high performance.
  • Multi-model integration and communicationBased on network protocols such as SSE (Server-Sent Events) and WebSocket, it enables real-time communication and integration with various large language models, and supports dynamic invocation of different models.

RuoYi AI's project address

Application Scenarios of RuoYi AI

  • Enterprise-level intelligent management systemEnables real-time translation for multinational teams, automatic generation of meeting PPTs, and personalized voice customer service, improving enterprise communication efficiency and customer satisfaction.
  • EducationDevelop intelligent educational assistants to provide students with personalized learning suggestions, tutoring, and creative drawing instruction, thereby improving teaching quality and student creativity.
  • Intelligent Customer Service and Customer SupportWe provide intelligent customer service systems for businesses, enabling them to automatically answer frequently asked questions and handle customer inquiries by connecting to WeChat for Business or personal WeChat accounts, thereby reducing labor costs.
  • Content creation and multimedia applicationsIt helps creators quickly generate high-quality presentations, audio content, and visual works, improving content creation efficiency and quality.
  • Individual developers and innovative projectsIndividual developers can quickly develop innovative applications such as intelligent chatbots and personalized recommendation systems, bringing their ideas to life.
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