拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for GraphRAG.

基于 LightRAG、LangGraph、MCP、RagFlow、微调LLMs宝可梦主题的专有领域智能聊天助手

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.

A cloud-native RAG (Retrieval Augmented Generation) service API built on LightRAG framework, offering plug-and-play knowledge-enhanced generation capabilities.

An MCP server that uses LightRAG and Tree-sitter to build a repository knowledge graph from code and docs, for Q&A and implementation planning.

An autonomous AI agent for intelligently updating, maintaining, and curating a LightRAG knowledge base.

LightRAG configuration for high-performance run

KairosRAG is an enhanced framework built on top of LightRAG, introducing time-awareness, three-perspective retrieval expansion, adaptive schema induction, and agentic entity management for domain-specific and temporally-sensitive knowledge graphs.

🚀 Complete self-hosted AI stack with 40+ services: Transform YouTube videos & PDFs into AI podcasts (Open Notebook), local LLMs (Ollama CPU/GPU), workflow automation (n8n), AI agents (Flowise), vector databases (Qdrant), German TTS voice, and business tools. One-command Docker deployment. perfect for learning, development, and private teams.

Docker image for LightRAG: Simple and Fast Retrieval-Augmented Generation

An AI-powered (RAG) legal companion designed to provide international students with trusted and up-to-date immigration guidance directly from official U.S. government sources.

MCP server for accessing local LightRAG deployment.