graphrag

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

A modular graph-based Retrieval-Augmented Generation (RAG) system

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Neo4j graph construction from unstructured data using LLMs

A simple, easy-to-hack GraphRAG implementation

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

Memory for AI Agents in 5 lines of code

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能，基于本地LLM、embedding模型、reranker模型实现，支持GraphRAG，无须安装任何第三方agent库。

ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation workflow by leveraging the power of language models.

基于AI的工作效率提升工具（聊天、绘画、知识库、工作流） | Ai-based productivity tools (Chat,Draw,RAG,Workflow etc)

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems and search engines. This tool simplifies graph-based retrieval integration in open web environments.

Neo4j GraphRAG for Python

The Autonomous Knowledge Operations Platform turning AI agents into continuous and reliable operations. Deploy automated RAG pipelines (KG+VectorDB), unified access to any LLM, and manage it all with enterprise-grade infrastructure and observability.

Awesome-RAG: Collect typical RAG papers and systems.

A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.

Build fast and accurate GenAI apps with GraphRAG SDK at scale.

OriginTrail Decentralized Knowledge Graph network node