Explore live open-source projects and AI models.

We believe that every SOTA result is only valid on its own dataset. RAGView provides a unified evaluation platform to benchmark different RAG methods on your specific data.

A Go library implementation of LightRAG - an advanced Retrieval-Augmented Generation (RAG) system that uniquely combines vector databases with graph database relationships to enhance knowledge retrieval.

基于LightRAG+Deepseek API框架的知识图谱测试

Multi-tenant RAG API powered by LightRAG/RAG-Anything. Auto-selects best parser (DeepSeek-OCR/MinerU/Docling) via complexity scoring

A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG engine using LightRAG

为酒馆用户搭建LightRAG并连接酒馆，以实现更先进更好用的RAG+酒馆（目前与另一个仓库同步开发中）

lightrag4j

A comprehensive MCP server for LightRAG integration with 22 tools for document management, querying, knowledge graph operations, and system management

一个LightRAG的API模拟器，用于在Openwebui中通过自带的Ollama接口使用LightRAG；通过对话时使用前缀，还可以实现lightrag的模式切换。

A multimodal RAG dashboard and interactive 3D Knowledge Graph. Process documents locally with Ollama or via Cloud APIs, powered by LightRAG, RAG-Anything and Neo4j.