graphrag

There are 24 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
document-understanding llm rag deep-learning document-parser retrieval-augmented-generation agent graphrag ai-search deepseek deepseek-r1 ollama ai agentic-ai mcp openai agentic deep-research agentic-workflow multi-agent
Language:TypeScript 64291
microsoft / graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
gpt gpt-4 gpt4 graphrag llm llms rag
Language:Python 28102
HKUDS / LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
knowledge-graph large-language-models retrieval-augmented-generation genai graphrag llm rag gpt gpt-4
Language:Python 20863
cognee
topoteretes / cognee
Memory for AI Agents in 5 lines of code
ai cognitive-architecture vector-database openai rag ai-agents graph-database ai-memory cognitive-memory neo4j knowledge knowledge-graph graph-rag graphrag contributions-welcome good-first-issue good-first-pr help-wanted open-source
Language:Python 7031
neo4j-labs / llm-graph-builder
Neo4j graph construction from unstructured data using LLMs
data-import genai graph graph-rag graph-search graphdb graphrag knowledge-graph langchain neo4j rag unstructured-data vectordb
Language:Jupyter Notebook 3956
gusye1234 / nano-graphrag
A simple, easy-to-hack GraphRAG implementation
gpt-4o graphrag learning-by-doing gpt llm rag
Language:Python 3309
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
mysql rag serverless vector-database chatbot graphrag knowledge-graph cot
Language:TypeScript 2654
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
comfyui openai workflow agent dify graphrag gemini llama ollama omost o1 gpt-sovits linux flux gguf vlm ocr mcp janus-pro
Language:Python 1905
DEEP-PolyU / Awesome-GraphRAG
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
graphrag graphrag-paper graphrag-survey knowledge-graph large-language-models rag retrieval-augmented-generation
1592
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).
graph-database knowledge-graph database-as-a-service cloud-database database developer-tools devtools realtime-database graphrag
Language:C 945
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） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS etc)
knowlege-base langchain4j rag graphrag ai-agent ai-workflow mcp
Language:Java 932
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。
chatdoc chatpdf graphrag llm local-rag pdf rag
Language:Python 728
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.
anthropic comfyui flux gemini graphrag groq koboldcpp llamacpp lmstudio mistral ocr ollama omost rag stable-diffusion supervision textgeneration transformers xai
Language:Python 681
trustgraph-ai / trustgraph
The agentic AI platform for enterprise. Built by data engineers for data engineers. Complete context engineering and LLM orchestration infrastructure. Run anywhere - local, cloud, or bare metal.
graphrag data-sovereignty llm-deployment llm-orchestration agentic-graphrag trustgraph context context-engineering context-management model-serving agentic-ai agentic-ai-development agentic-rag knowledge-core ai-native data data-engineering data-extraction etl-pipeline
Language:Python 575
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.
aiagents graphrag llms ollama openai openwebui rag
Language:Python 550
neo4j / neo4j-graphrag-python
Neo4j GraphRAG for Python
ai cypher genai graph-database graphrag neo4j python python3 rag
Language:Python 474
awesome-rag / awesome-rag
Awesome-RAG: Collect typical RAG papers and systems.
agent ai awesome awesome-list graphrag llm mm opensource paper rag sft
345
noworneverev / graphrag-visualizer
A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.
gpt gpt-4 gpt4 graph-visualization graphrag llm llms rag
Language:TypeScript 310
FalkorDB / GraphRAG-SDK
Build fast and accurate GenAI apps with GraphRAG SDK at scale.
falkordb graphrag knowledge-graph rag graph-database open-source sdk genai llm
Language:Python 305
awslabs / graphrag-toolkit
Python toolkit for building graph-enhanced GenAI applications
amazon-neptune graph-database graphrag llama-index amazon-opensearch-serverless mcp postgresql
Language:Python 278
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.
friendly graphrag webserver
Language:Python 245
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
graphrag rag semantickernel
Language:C# 241
OriginTrail / ot-node
OriginTrail Decentralized Knowledge Graph network node
blockchain decentralized-knowledge-graph dkg drag graphrag knowledge-graph neuro-symbolic-ai node origintrail origintrail-node protocol rag retrieval-augmented-generation trac
Language:JavaScript 218
wade1010 / graphrag-ui
The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation
graphrag llm local ollma rag
Language:Python 146
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。
chinese graphrag rag
Language:Python 136
ksachdeva / langchain-graphrag
GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization
graphrag langchain llm rag
Language:Python 108
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）
fastapi gradio graphrag python
Language:Python 103
sinanuozdemir / oreilly-retrieval-augmented-gen-ai
See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.
graphrag llms open-source rag semantic-search
Language:Jupyter Notebook 94
aymenfurter / smartrag
Deep Research through Multi-Agents, using GraphRAG
autogen gpt-4o graphrag multimodal voice-mode azure llm multi-agent-systems openai deep-research
Language:JavaScript 79
tomasonjo-labs / text2cypher_llama_agent
A collection of LlamaIndex Workflows-powered agents that convert natural language to Cypher queries designed to retrieve information from a Neo4j database to answer the question with included benchmark data.
graph graphrag llamaindex llm neo4j workflows
Language:Jupyter Notebook 76
apache / incubator-hugegraph-ai
The integration of HugeGraph with AI/LLM & GraphRAG
graph-machine-learning hugegraph knowledge-graph gnn graphrag
Language:Python 74
noworneverev / graphrag-api
GraphRAG Server
graphrag rag
Language:Python 71
RManLuo / gfm-rag
Graph Foundation Model for Retrieval Augmented Generation
gpt graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation
Language:Python 65
sdiehl / tiny-graphrag
A tiny 1000 line implementation of GraphRAG in Python
graphrag
Language:Python 65
Graph-COM / SubgraphRAG
[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
gpt-4o graphrag knowledge-graph large-language-models llama llm rag retrieval-augmented-generation subgraphrag
Language:Python 63
aius
markmbain / aius
The long-term memory for your Superagents 🥷and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous ai agents
ai-agents ai-agents-framework context embeddings graphrag knowledge-base knowledge-graph llm memory ml rag
Language:Python 58

graphrag

infiniflow / ragflow

microsoft / graphrag

HKUDS / LightRAG

topoteretes / cognee

neo4j-labs / llm-graph-builder

gusye1234 / nano-graphrag

pingcap / autoflow

heshengtao / comfyui_LLM_party

DEEP-PolyU / Awesome-GraphRAG

FalkorDB / FalkorDB

moyangzhan / langchain4j-aideepin

shibing624 / ChatPDF

if-ai / ComfyUI-IF_AI_tools

trustgraph-ai / trustgraph

win4r / GraphRAG4OpenWebUI

neo4j / neo4j-graphrag-python

awesome-rag / awesome-rag

noworneverev / graphrag-visualizer

FalkorDB / GraphRAG-SDK

awslabs / graphrag-toolkit

KylinMountain / graphrag-server

AIDotNet / GraphRag.Net

OriginTrail / ot-node

wade1010 / graphrag-ui

Airmomo / graphrag-practice-chinese

ksachdeva / langchain-graphrag

Ikaros-521 / GraphRAG-Ollama-UI

sinanuozdemir / oreilly-retrieval-augmented-gen-ai

aymenfurter / smartrag

tomasonjo-labs / text2cypher_llama_agent

apache / incubator-hugegraph-ai

noworneverev / graphrag-api

RManLuo / gfm-rag

sdiehl / tiny-graphrag

Graph-COM / SubgraphRAG

markmbain / aius