An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: graphrag

infiniflow/ragflow

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

Language: TypeScript - Size: 72 MB - Last synced at: about 15 hours ago - Pushed at: about 24 hours ago - Stars: 49,559 - Forks: 4,679

brandburner/fabula

Turn television drama into storyworld knowledge graphs

Language: Cypher - Size: 63.6 MB - Last synced at: about 19 hours ago - Pushed at: about 23 hours ago - Stars: 7 - Forks: 0

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) | Ai-based productivity tools (Chat,Draw,RAG,Workflow etc)

Language: Java - Size: 16.1 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 614 - Forks: 167

neo4j-labs/llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

Language: Jupyter Notebook - Size: 52.4 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 3,328 - Forks: 562

topoteretes/cognee

Memory for AI Agents in 5 lines of code

Language: Jupyter Notebook - Size: 77.6 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,973 - Forks: 176

theodoreniu/graphrag_webui

A web interface for GraphRAG. 🚀

Language: Python - Size: 1.17 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 8 - Forks: 4

HKUDS/LightRAG

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Language: Python - Size: 37.4 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 15,278 - Forks: 2,086

unoplat/unoplat-code-confluence

The goal is to parse,process and ingest codebase/s to form a pluggable knowledge Graph and become the unified code context provider

Language: Python - Size: 35.4 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 57 - Forks: 3

OriginTrail/ot-node

OriginTrail Decentralized Knowledge Graph network node

Language: JavaScript - Size: 140 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 220 - Forks: 78

microsoft/graphrag

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

Language: Python - Size: 183 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 24,575 - Forks: 2,464

Dkpetrov/agent-flux

FluxAI is a developer-focused framework designed to build and optimize AI agents that enhance structured task execution with RAG, HITL, and COT integration.

Size: 1.95 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3 - Forks: 0

trustgraph-ai/trustgraph

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.

Language: Python - Size: 83.1 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 362 - Forks: 24

ksachdeva/langchain-graphrag

GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Language: Python - Size: 513 KB - Last synced at: about 23 hours ago - Pushed at: 6 months ago - Stars: 111 - Forks: 15

graphrag/graphrag.github.io

GraphRAG access patterns and knowledge graph modeling

Language: MDX - Size: 2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 25 - Forks: 7

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: Python - Size: 67.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 69 - Forks: 7

TuGraph-family/chat2graph

Chat2Graph: Graph Native Agentic System.

Language: Python - Size: 1.59 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 25 - Forks: 10

awslabs/graphrag-toolkit

Python toolkit for building GraphRAG applications

Language: Python - Size: 876 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 116 - Forks: 19

neo4j/neo4j-graphrag-python

Neo4j GraphRAG for Python

Language: Python - Size: 2.7 MB - Last synced at: 6 days ago - Pushed at: 16 days ago - Stars: 479 - Forks: 77

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: Python - Size: 2.14 MB - Last synced at: 6 days ago - Pushed at: 18 days ago - Stars: 730 - Forks: 125

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: Python - Size: 18 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 623 - Forks: 48

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: Python - Size: 135 MB - Last synced at: 7 days ago - Pushed at: 11 days ago - Stars: 1,601 - Forks: 136

gusye1234/nano-graphrag

A simple, easy-to-hack GraphRAG implementation

Language: Python - Size: 1.25 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2,774 - Forks: 279

noworneverev/graphrag-visualizer

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

Language: TypeScript - Size: 22.2 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 312 - Forks: 35

DEEP-PolyU/Awesome-GraphRAG

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

Size: 10.9 MB - Last synced at: 9 days ago - Pushed at: 12 days ago - Stars: 941 - Forks: 108

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: TypeScript - Size: 5.41 MB - Last synced at: 9 days ago - Pushed at: 20 days ago - Stars: 2,508 - Forks: 146

Qredence/GraphFleet

An open-source integration of GraphRAG for Agentic System with NoCode

Language: Jupyter Notebook - Size: 1010 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 12 - Forks: 3

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: C - Size: 102 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 945 - Forks: 46

lorenzopolicar/Intelligent-Index

A robust, learning, hybrid index for streaming data

Language: Python - Size: 164 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 497 KB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 75 - Forks: 17

noworneverev/graphrag-api

GraphRAG Server

Language: Python - Size: 92.8 KB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 75 - Forks: 25

markmbain/aius

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

Language: Python - Size: 815 KB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 59 - Forks: 5

apache/incubator-hugegraph-ai

The integration of HugeGraph with AI/LLM & GraphRAG

Language: Python - Size: 966 KB - Last synced at: 2 days ago - Pushed at: 12 days ago - Stars: 74 - Forks: 36

Wooniq/Graph-EpubReader

SW 산학 협력 프로젝트(2024.09 ~ 2025.02)

Language: JavaScript - Size: 323 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

ivanvanderbyl/agentic

A minimalist Go implementation of Microsoft's GraphRAG

Language: Go - Size: 77.1 KB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 15 - Forks: 1

bayu-siddhi/graph-rag-arangodb

Next-Gen Indonesia IT Law Q&A: Knowledge Graphs & LLMs. ArangoDB Hackathon Project Repository: Building the Next-Gen Agentic App with GraphRAG & NVIDIA cuGraph

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 2

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: Python - Size: 55.7 KB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 485 - Forks: 109

awesome-rag/awesome-rag

Awesome-RAG: Collect typical RAG papers and systems.

Size: 36.1 KB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 345 - Forks: 24

LHRLAB/Graph-R1

Graph-R1: Incentivizing Reasoning-on-Graph Capability in LLM via Reinforcement Learning

Language: Python - Size: 4.7 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 7 - Forks: 1

topoteretes/cognee-starter

Cognee starter repo with examples

Language: Python - Size: 383 KB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 4

sdiehl/tiny-graphrag

A tiny 1000 line implementation of GraphRAG in Python

Language: Python - Size: 2.34 MB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 59 - Forks: 10

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# - Size: 3.19 MB - Last synced at: 9 days ago - Pushed at: 17 days ago - Stars: 218 - Forks: 20

jasonkylelol/graphrag-chinese

支持中文🇨🇳🇨🇳🇨🇳 的 microsoft/graphrag

Language: Python - Size: 1.37 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 40 - Forks: 0

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: Python - Size: 74.2 KB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 134 - Forks: 15

softwares-compound/Neocadmium

Smart log analysis and debugging assistant for backend developers

Language: Makefile - Size: 33.2 KB - Last synced at: 16 days ago - Pushed at: 2 months ago - Stars: 27 - Forks: 6

RManLuo/gfm-rag

Graph Foundation Model for Retrieval Augmented Generation

Language: Python - Size: 3.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 63 - Forks: 6

FalkorDB/GraphRAG-SDK

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

Language: Python - Size: 2.77 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 292 - Forks: 32

sinanuozdemir/oreilly-retrieval-augmented-gen-ai

See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 15 days ago - Pushed at: 2 months ago - Stars: 93 - Forks: 51

mightyking-ryu/medgraph-agentic-app-server

Building the Next-Gen Agentic App with GraphRAG & NVIDIA cuGraph Hackathon

Language: HTML - Size: 1.38 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

LHRLAB/HyperGraphRAG

HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation

Language: Python - Size: 1.67 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

machuangtao/LLM-KG4QA

LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering

Size: 876 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 8 - Forks: 1

Graph-COM/SubgraphRAG

[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Language: Python - Size: 32.3 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 63 - Forks: 8

KylinMountain/graphrag-server Fork of microsoft/graphrag

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: Python - Size: 25.4 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 242 - Forks: 28

Piermuz7/MasterThesisProject

Master Thesis project at the University of Camerino and the University of Applied Sciences of Northwestern Switzerland

Language: Python - Size: 1.44 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

daphinie/cohort_lens

Agentic AI app optimizing study participant selection using graphRAG

Language: Jupyter Notebook - Size: 419 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

tomasonjo/clinical-agent

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

Language: Python - Size: 443 KB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 19 - Forks: 6

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: Python - Size: 7.74 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 143 - Forks: 18

thethepai/Simple-Graphrag

a simple graphrag ui using streamlit

Language: Python - Size: 3.06 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Mekopa/AIHackathon-RAGLens

An AI-powered document processing pipeline designed for Retrieval-Augmented Generation (RAG) with graph-based insights for powerful document understanding and visualization.

Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

faywong/DeepSeek-Private-Chatbot Fork of SaiAkhil066/DeepSeek-RAG-Chatbot

100% 免费, 私有化部署。基于 DeepSeek 的高级 RAG: Ollama LLM + 对话历史 + RAG-Graph 知识库 + SearXNG 在线搜索

Language: Python - Size: 123 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 2

KulikDM/muzlin

Muzlin: a filtering toolset for semantic machine learning

Language: Python - Size: 4.72 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 7 - Forks: 3

machuangtao/KG-RAG4SM

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching

Language: Python - Size: 4.05 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

Jallermax/knowledge-nexus

GraphRAG for Second Brain. Ingest knowledge -> build knowledge graphs -> Query relevant knowledge | Explore connections

Language: Python - Size: 2.81 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 14 - Forks: 1

thytranx/RAGReads

RAGReads is a GraphDB-powered book recommendation app that utilizes a Graph-based Retrieval-Augmented Generation (RAG) model. It analyzes book relationships to suggest personalized reading recommendations, enhancing discovery with AI-driven insights from interconnected data for an enriched reading experience.

Size: 28.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

DaraDCE/easy_graphrag_queries

Streamlit UI for Microsoft GraphRAG, with post-processing for source citations.

Language: Python - Size: 17.6 KB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 1

SupermatAI/supermat

Novel data representation leading to granular citations and higher accuracy

Language: Python - Size: 5.57 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 1

ApexIQ/End-to-End-Graphrag-implementation

End-to-End-Graphrag-implementation

Size: 3.74 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 17 - Forks: 11

CN-Scars/graphrag_web_ui

GraphRAG Web UI is a Streamlit-based tool for managing and querying local knowledge bases using Microsoft's GraphRAG library.

Language: Python - Size: 9.77 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

Leonard2310/Fact-Online-eXamination-AI Fork of Rasbon99/FactCheckerAI

Project on a Fact-Checking using LLM-powered GraphRAG – AI Systems Engineering (MEng), supervised by Prof. R. Pietrantuono (2025) | [WORK IN PROGRES]

Language: Python - Size: 3.05 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

dleerdefi/peak-ai-agent-stack

RinAI agentic chat stack. Includes graphRAG memory, parallel tool calling, DeepSeek R1 powered web search, advanced LLM gateway and active context summarization.

Language: Python - Size: 4.86 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

talperetz/browsegraph

In-browser GraphRAG

Language: TypeScript - Size: 500 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 22 - Forks: 5

MusabAlsaifi/Thesis-experiment

LLM fine-tuning and evaluation for therapeutic chatbot

Language: Jupyter Notebook - Size: 617 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kimtth/graph-rag-azure-openai

🤖GraphRAG (From Local to Global: arxiv.org/abs/2404.16130) Playground 🥦

Language: TypeScript - Size: 4.53 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

GiuseppeBellamacina/Guardian

Assistente per le Forze dell'Ordine

Language: Python - Size: 2.35 MB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

Drake9098/Guardian

Assistente per le Forza dell'Ordine

Language: Python - Size: 2.2 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

2shin0/graphdb_graphrag_workshop

🔗 GraphDB와 GraphRAG 기초 실습 워크숍 자료

Language: Python - Size: 37.1 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

FalkorDB/langchain-falkordb Fork of kingtroga/langchain-falkordb

A Langchain integration for the Linkup API

Size: 86.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Farhaj499/LangGraph

Learning Agentic AI using LangChain, LangGraph, OpenAI, Gemini and knowledge-Graph.

Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

alchemine/lightrag-tutorial

LightRAG tutorial

Language: HTML - Size: 14.4 MB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

marekruttner/DMP-AIHelpdeskSystem

Base of the RAG-GrahpRAG system with Flutter fronend application.

Language: Python - Size: 26.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

thangbuiq/booking-bot

Booking hotels recommendation chatbot on Vietnamese hotels using GraphRag

Language: Python - Size: 9.29 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

amanovishnu/notes-generative-ai

Language: Jupyter Notebook - Size: 946 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

LargeTavern/LightRAGforSillyTavern_Improved Fork of HerSophia/LightRAGforSillyTavern

(Improved fork of upstream) LightRAG integration with SillyTavern to achieve a more advanced and better usable data bank.

Language: Python - Size: 21.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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: Python - Size: 1.66 MB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

zhengguanyu/KGB-RAG

KGB-RAG是一个基于neo4j图数据库和其他图数据库的知识图谱检索系统,它可以根据用户的自然语句提问,从原数据库获取相关实体信息,并通过知识图谱检索技术以及结合大模型自身能力来增强回答用户的自然语言提问。

Language: Python - Size: 296 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 20 - Forks: 2

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: Tcl - Size: 118 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

DerwenAI/cdl2024_masterclass

Connected Data London 2024, ERKG masterclass: how to generate knowledge graphs from structured and unstructured data based on entity resolution (ER) to enhance data quality for the downstream AI applications

Size: 81.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

KKenny0/GraphRAGxplorer

Open-source tool to visualise your GraphRAG 🔮 可视化 GraphRAG 的开源工具 🔮

Language: Python - Size: 435 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ranfysvalle02/mongodb-graph

GraphRAG + MongoDB

Language: Python - Size: 22.5 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

aymenfurter/smartrag

Elevating RAG with Multi-Agent Systems

Language: Python - Size: 2.79 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 38 - Forks: 5

mjkaul/Learning_AI

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

Language: Python - Size: 5.89 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AIXerum/GraphRAG-Agent Fork of tomasonjo/diffbot-kg-chatbot

Knowledge graph construction and RAG demo using LangGraph and Neo4j

Size: 516 KB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

awaescher/oef

Ollama Embeddings Forwarder

Language: C# - Size: 98.6 KB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 6 - Forks: 1

NotTheStallion/graphrag-local-model_huggingface

Microsoft's graphrag using ollama and hugging face to support all LLMs (Llama3, mistral, gemma2, fine-tuned Llama3 ...).

Language: Python - Size: 434 KB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

FalkorDB/GraphRAG-SDK-v2

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

Language: Python - Size: 3.54 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

EcomPilot/rag-lab

Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot

Language: Python - Size: 33.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 22 - Forks: 3

Ikaros-521/GraphRAG-Ollama-UI Fork of severian42/GraphRAG-Local-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: Python - Size: 14 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 62 - Forks: 14

arkuhn/semanticsilm

Toy GraphRAG/Knowledge Graph implementation using The Silmarillion

Language: HTML - Size: 30.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Querent-ai/querent-python-research

Querent

Language: Python - Size: 64.4 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

intellectronica/battle-of-the-semantics

GraphRag vs Embeddings

Language: Jupyter Notebook - Size: 672 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 12 - Forks: 1