graphrag

There are 36 repositories under graphrag topic.

  • microsoft/graphrag

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

    Language:Python16.3k1004181.5k

  • infiniflow/ragflow

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

    Language:Python15.9k1011k1.6k

  • neo4j-labs/llm-graph-builder

    Neo4j graph construction from unstructured data using LLMs

    Language:Jupyter Notebook2k21353274
  • cognee

    topoteretes/cognee

    Deterministic LLMs Outputs for AI Applications and AI Agents

    Language:Jupyter Notebook79133157
  • FalkorDB

    FalkorDB/FalkorDB

    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).

    Language:C5972050621

  • gusye1234/nano-graphrag

    A simple, easy-to-hack GraphRAG implementation

    Language:Python54441238

  • heshengtao/comfyui_LLM_party

    Dify in ComfyUI includes Omost, ChatTTS, and FLUX prompt nodes,access to Feishu,discord,and adapts to all models with similar openai interfaces, such as ollama, qwen, GLM, deepseek, moonshot,doubao. Adapted to local models such as llama/ Peach-9B/qwen/GLM,Linkage neo4j KG，Implemented the function of graphRAG.Supports a variety of RAG.

    Language:Python52675053

  • win4r/GraphRAG4OpenWebUI

    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.

    Language:Python25951263

  • OriginTrail/ot-node

    OriginTrail Decentralized Knowledge Graph network node

    Language:JavaScript1943619467

  • MODSetter/SurfSense

    A Knowledge Graph Brain 🧠 for World Wide Web Surfers. Never forget anything you see on the Internet

    Language:Python17813

  • AIDotNet/GraphRag.Net

    参考GraphRag使用 Semantic Kernel 来实现的dotnet版本，可以使用NuGet开箱即用集成到项目中

    Language:C#1581314
  • tidb.ai

    pingcap/tidb.ai

    https://TiDB.AI is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage and LlamaIndex. Open source and free to use.

    Language:TypeScript158157320

  • KylinMountain/graphrag-server

    添加🚀流式 Web 服务到 GraphRAG，兼容 OpenAI SDK，支持可访问的实体链接🔗，支持建议问题，兼容本地嵌入模型，修复诸多问题。Add streaming web server to GraphRAG, compatible with OpenAI SDK, support accessible entity link, support advice question, compatible with local embedding model, fix lots of issues.

    Language:Python13711218

  • neo4j/neo4j-genai-python

    Neo4j GenAI for Python

    Language:Python848213

  • Ikaros-521/GraphRAG-Ollama-UI

    GraphRAG-Ollama-UI + GraphRAG4OpenWebUI 融合版（有gradio webui配置生成RAG索引，有fastapi提供RAG API服务）

    Language:Python6712314

  • FalkorDB/GraphRAG-SDK

    Facilitate the creation of graph-based Retrieval-Augmented Generation (RAG), seamless integration with OpenAI to enable advanced data querying and knowledge graph construction.

    Language:Python48322

  • noworneverev/graphrag-visualizer

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

    Language:TypeScript34214
  • aius

    markmbain/aius

    The best long-term memory for Superagents 🥷and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous ai agents

    321

  • aymenfurter/smartrag

    Elevating RAG with Multi-Agent Systems

    Language:Python181

  • ksachdeva/langchain-graphrag

    GraphRAG - Powered by LangChain

    Language:Python15102

  • tomasonjo/clinical-agent

    This project is designed for a simple LLM agent with tools on a clinical knowledge graph in Neo4j.

    Language:Python14216

  • intellectronica/battle-of-the-semantics

    GraphRag vs Embeddings

    Language:Jupyter Notebook12103

  • liteli1987gmail/graphragzh

    GraphRAG 中文文档。GraphRAG是一种结构化的、分层的检索增强生成（RAG）方法，而不是使用纯文本片段的语义搜索方法。GraphRAG 过程包括从原始文本中提取出知识图谱，构建社群层级(这种结构通常用来描述个体、群体及它们之间的关系，帮助理解信息如何在社群内部传播、知识如何共享以及权力和影响力如何分布)，为这些社群层级生成摘要，然后在执行基于 RAG 的任务时利用这些结构。

    Language:MDX7101

  • Jallermax/knowledge-nexus

    GraphRAG for Second Brain

    Language:Python6100
  • GraphFleet

    Qredence/GraphFleet

    GraphFleet is an open-source knowledge for LLM apps

    Language:Jupyter Notebook4272

  • awaescher/oef

    Ollama Embeddings Forwarder

    Language:C#3

  • ivanvanderbyl/agentic

    A minimalist Go implementation of Microsoft's GraphRAG

    Language:Go30

  • noworneverev/graphrag-api

    GraphRAG Server

    Language:Python3

  • graphrag/graphrag.github.io

    GraphRAG access patterns and knowledge graph modeling

    Language:MDX20

  • Querent-ai/querent-python-research

    Querent

    Language:Python2

  • jpinedaa/Maskarama

    Maskarama is an innovative god-simulation sandbox game where players wield omnipotent powers to shape the destinies of intricate AI-driven characters. Each character in Maskarama is a living entity with a unique memory graph, influenced by their experiences, perceptions, and interactions within dynamically evolving environments.

    Language:Tcl1

  • reeshabh90/GRAPHRAG_Exploration

    This repository explores Microsoft GRAPHRAG working by ingesting a PDF document.

    Language:Jupyter Notebook10

  • RubensZimbres/Graph_RAG

    A Flask app running GraphRAG for healthcare, made with Vertex AI and Neo4j, to be deployed in a container (Cloud Run or ECS).

    Language:Python1100

  • arkuhn/semanticsilm

    Toy GraphRAG/Knowledge Graph implementation using The Silmarillion

    Language:HTML

  • mjkaul/Learning_AI

    A blog on what I'm learning about knowledge graphs & LLMs.

  • tamoghna21/RAG_LLM

    Naive RAG, Graph RAG Chatbot with LLM

    Language:Jupyter Notebook