graphrag

There are 181 repositories under graphrag topic.

  • infiniflow/ragflow

    RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

    Language:TypeScript67.3k2945.7k7.2k

  • microsoft/graphrag

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

    Language:Python29.1k1897563k

  • HKUDS/LightRAG

    [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

    Language:Python22.5k1541.2k3.4k
  • cognee

    topoteretes/cognee

    Memory for AI Agents in 6 lines of code

    Language:Python8.2k45299764

  • neo4j-labs/llm-graph-builder

    Neo4j graph construction from unstructured data using LLMs

    Language:Jupyter Notebook4.1k31639731

  • gusye1234/nano-graphrag

    A simple, easy-to-hack GraphRAG implementation

    Language:Python3.5k17112367
  • autoflow

    pingcap/autoflow

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

    Language:TypeScript2.7k25246160

  • heshengtao/comfyui_LLM_party

    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

    Language:Python2k16147163

  • DEEP-PolyU/Awesome-GraphRAG

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

    1.8k602159
  • 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:C1.7k24773104

  • 1517005260/graph-rag-agent

    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.

    Language:Python1.4k1158197

  • moyangzhan/langchain4j-aideepin

    基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

    Language:Java1k1385243

  • apecloud/ApeRAG

    ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

    Language:Python917939696

  • TencentCloudADP/youtu-graphrag

    Youtu-GraphRAG boosts cost efficiency, inference accuracy, and cross-domain adaptability, pushing the boundaries of performance in complex QA.

    Language:Python890122

  • neo4j/neo4j-graphrag-python

    Neo4j GraphRAG for Python

    Language:Python87512100150

  • shibing624/ChatPDF

    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。

    Language:Python817538141

  • trustgraph-ai/trustgraph

    Transform data into AI-ready context. Deploy knowledge graphs, private LLMs, and intelligent agents with complete data sovereignty. From data silos to actionable AI insights.

    Language:Python725135658

  • if-ai/ComfyUI-IF_AI_tools

    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.

    Language:Python680814053

  • 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:Python565916116

  • FalkorDB/GraphRAG-SDK

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

    Language:Python49064759

  • hhy-huang/HiRAG

    [EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.

    Language:Python4516961

  • awesome-rag/awesome-rag

    Awesome-RAG: Collect typical RAG papers and systems.

    4384232

  • LHRLAB/Graph-R1

    Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning

    Language:Python43061758

  • noworneverev/graphrag-visualizer

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

    Language:TypeScript38451646

  • TuGraph-family/chat2graph

    Chat2Graph: Graph Native Agentic System.

    Language:Python36343

  • awslabs/graphrag-toolkit

    Python toolkit for building graph-enhanced GenAI applications

    Language:Python308163656

  • jhlucc/pokemon-chat

    基于宝可梦主题的专有领域智能聊天助手

    Language:Python2880212

  • 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:Python26022129

  • 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#2532729

  • LHRLAB/HyperGraphRAG

    [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".

    Language:Python2466745

  • OriginTrail/ot-node

    OriginTrail Decentralized Knowledge Graph network node

    Language:JavaScript2233330982

  • GraphRAG-Bench/GraphRAG-Benchmark

    GraphRAG-Bench, the official repo of comprehensive benchmark and dataset for evaluating GraphRAG models.

    Language:Python21825

  • Muvon/octocode

    Semantic code searcher and codebase utility with AI memory onboard

    Language:Rust19611

  • DerwenAI/strwythura

    Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate semantics for optimizing AI app outcomes within a specific domain.

    Language:Jupyter Notebook1797320

  • Airmomo/graphrag-practice-chinese

    GraphRAG的应用实例，项目特点在于提供了替换OpenAI模型的方法，并通过修改原有提示和切分文档的方法，提高了GraphRAG处理中文内容的能力。

    Language:Python1681916

  • wade1010/graphrag-ui

    The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation

    Language:Python1565522