Graph Database RAG RAG Tools

Tools and systems that use graph databases (Neo4j, Kuzudb, RDF, etc.) and knowledge graphs as the primary retrieval mechanism for RAG, including graph traversal, entity relationships, and graph-based reasoning. Does NOT include general vector search, document chunking, or domain-specific applications without a graph storage/retrieval component.

There are 200 graph database rag tools tracked. 3 score above 70 (verified tier). The highest-rated is neo4j/neo4j-graphrag-python at 77/100 with 1,074 stars. 5 of the top 10 are actively maintained.

Get all 200 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=graph-database-rag&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	neo4j/neo4j-graphrag-python Neo4j GraphRAG for Python	77	Verified	1,074	Python
2	microsoft/graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system	73	Verified	31,429	Python
3	Hawksight-AI/semantica Semantica 🧠 — A framework for building semantic layers, context graphs, and...	70	Verified	836	Python
4	FalkorDB/GraphRAG-SDK Build fast and accurate GenAI apps with GraphRAG SDK at scale.	68	Established	584	Python
5	getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents	66	Established	23,665	Python
6	gusye1234/nano-graphrag A simple, easy-to-hack GraphRAG implementation	65	Established	3,721	Python
7	neo4j-labs/llm-graph-builder Neo4j graph construction from unstructured data using LLMs	60	Established	4,502	Jupyter Notebook
8	OriginTrail/dkg-engine OriginTrail Decentralized Knowledge Graph network node	59	Established	230	JavaScript
9	qiantongtech/qKnow qKnow is an open-source knowledge platform built around Knowledge Graphs,...	57	Established	182	Java
10	TencentCloudADP/youtu-graphrag [ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph...	57	Established	1,082	Python
11	HKUST-KnowComp/AutoSchemaKG This repository contains the implementation of AutoSchemaKG, a novel...	55	Established	707	Python
12	noworneverev/graphrag-api GraphRAG Server	55	Established	109	Python
13	talperetz/browsegraph In-browser GraphRAG	54	Established	84	TypeScript
14	gabrielchua/RAGxplorer Open-source tool to visualise your RAG 🔮	54	Established	1,217	Jupyter Notebook
15	noworneverev/graphrag-visualizer A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.	54	Established	408	TypeScript
16	benitomartin/biomedical-graphrag A comprehensive GraphRAG (Graph Retrieval-Augmented Generation) system...	54	Established	99	Python
17	RManLuo/gfm-rag [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation	52	Established	222	Python
18	NucleoidAI/Nucleoid Neuro-Symbolic AI with Knowledge Graph \| Logic Language for LLM 🌱🐋🌍	51	Established	728	Python
19	wade1010/graphrag-ui The latest graphrag interface is used, using the local ollama to provide the...	51	Established	157	Python
20	bibinprathap/VeritasGraph VeritasGraph: Enterprise-Grade Graph RAG for Secure, On-Premise AI with...	51	Established	254	Python
21	ksachdeva/langchain-graphrag GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization	50	Established	164	Python
22	win4r/GraphRAG4OpenWebUI GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open...	50	Established	590	Python
23	VectorInstitute/kg-rag This project implements a comprehensive framework for Knowledge Graph...	50	Established	26	Python
24	tomasonjo/diffbot-kg-chatbot Knowledge graph construction and RAG demo using Diffbot and Neo4j	48	Emerging	196	Jupyter Notebook
25	gibbrdev/gibsgraph Natural language to Neo4j — query and build knowledge graphs automatically	48	Emerging	1	Python
26	datastax/graph-rag Graph traversal for improved RAG	47	Emerging	81	Python
27	Connected-Data/cdkg-challenge Let’s build a curated Knowledge Graph based on the collective wisdom of 260+ experts	46	Emerging	41	Python
28	BaranziniLab/KG_RAG Empower Large Language Models (LLM) using Knowledge Graph based...	46	Emerging	938	Jupyter Notebook
29	DylanTartarini1996/knowledge-graphs Create and interact with Knowledge Graphs using Generative AI	46	Emerging	27	Python
30	tpoisonooo/ROGRAG [ACL2025 demo track] ROGRAG: A Robustly Optimized GraphRAG Framework	46	Emerging	196	Python
31	YangLing0818/buffer-of-thought-llm [NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning...	46	Emerging	675	Python
32	machuangtao/LLM-KG4QA LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering	44	Emerging	149	JavaScript
33	DataArcTech/ToG-3 Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous...	44	Emerging	76	Python
34	2015xli/clangd-graph-rag Source code graph RAG (GraphRAG) for C/C++ development based on clangd	44	Emerging	35	Python
35	Yuning-J/CVE-KGRAG Hybrid Knowledge Graph + RAG security intelligence platform for CVE...	43	Emerging	10	Python
36	hypabase/hypabase A Python hypergraph library with provenance and SQLite persistence.	42	Emerging	11	Python
37	Graph-COM/SubgraphRAG [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language...	42	Emerging	159	Python
38	tomasonjo/kg-rag Supporting repository for the Essential GraphRAG book published by Manning	41	Emerging	129	Jupyter Notebook
39	PeterGriffinJin/Graph-CoT Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on...	41	Emerging	300	Jupyter Notebook
40	ALucek/GraphRAG-Breakdown A breakdown of knowledge graph RAG with diagrams and examples	40	Emerging	160	Jupyter Notebook
41	Zleap-AI/SAG SAG - SQL驱动的RAG引擎 · 查询时自动构建知识图谱 \| SQL-Driven RAG Engine · Automatically...	39	Emerging	1,119	Python
42	h4gen/postgres-graph-rag A Python Library to perform Graph RAG in your Postgres DB without headaches	39	Emerging	16	Python
43	EasyShopAI/rag-lab Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot	39	Emerging	47	Python
44	chitralputhran/Advanced-RAG-LangGraph Advanced-RAG-LangGraph is a Streamlit-based web application that implements...	39	Emerging	28	Python
45	RingBDStack/DyG-RAG Code implementation for DyG-RAG: Dynamic Graph Retrieval-Augmented...	38	Emerging	51	Python
46	ThutmoseAI/KnowLion 基于动态图数据库的动态超图知识检索系统，特性：五重检索内核（Vector语义、BM25关键词、Graph动态推理、上下文关联、实体多跳推理）、全属性实时演...	38	Emerging	20	Python
47	theodoreniu/graphrag_webui A web interface for GraphRAG. 🚀	38	Emerging	8	Python
48	Liu-rj/PolyG PolyG: Adaptive Graph Traversal for Diverse GraphRAG Questions	38	Emerging	11	Python
49	kennethleungty/Text-to-SQL-with-KG-Neo4j-GraphRAG Text-to-SQL with GraphRAG on Knowledge Graph Semantic Representation of SQL Databases	38	Emerging	15	AGS Script
50	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。	38	Emerging	185	Python
51	YZ-Cai/SimGRAG Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs...	36	Emerging	136	Python
52	LeviBorodenko/img2rag Convert any image into a Region Adjacency Graph (RAG)	36	Emerging	12	Python
53	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...	35	Emerging	64	Python
54	SteveTANTAN/HydraRAG [EMNLP 2025] HydraRAG: Structured Cross-Source Enhanced Large Language Model...	35	Emerging	6	Python
55	antiresonant/altRAG Pointer-based skill retrieval for LLM agents. The alternative to vector DB RAG.	34	Emerging	4	Python
56	tpetkovich/news_KG Knowledge graphs and financial news analytics with large language models	34	Emerging	9	Jupyter Notebook
57	pheonix-delta/WiredBrain-Hierarchical-Rag Hierarchical RAG architecture scaling to 693K chunks on consumer hardware...	34	Emerging	37	Python
58	kuzudb/text2cypher Experiments and benchmarks with Text2Cypher for Graph RAG	34	Emerging	9	Python
59	sourangshupal/graph-rag GRAPHRAG with Langchain	34	Emerging	2	Jupyter Notebook
60	machuangtao/KG-RAG4SM Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching	34	Emerging	15	Python
61	TilmanLudewigtHaufe/GraphAugmented-Legal-RAG Create a knowledge graph out of unstructed legal text - use said knowledge...	33	Emerging	72	Python
62	alexy-os/graphrag Implementation of the GraphRAG system based on QDrantDB + Neo4j DB on a...	33	Emerging	3	TypeScript
63	DhruvJ2k4/KnowledgeGraph-RAG A Knowledge Graph–enhanced RAG pipeline integrating symbolic nodes with...	33	Emerging	5	TypeScript
64	AmirhosseinHonardoust/Graph-RAG-Engine An explainable AI system that combines Graph Intelligence, Vector Search,...	33	Emerging	26	Python
65	gzguevara/rag-visualizer A visualisation tool for RAG	32	Emerging	13	Python
66	khoj-ai/knowledge-graph A minimal implementation of GraphRAG, designed to quickly prototype whether...	32	Emerging	46	Python
67	ictup/Enhancing-QA-Systems-through-Integrated-Reasoning-over-Knowledge-Bases-and-Large-Language-Models KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and...	32	Emerging	4	Python
68	KazuOnuki/GraphRAG-SimpleUI-Builder GraphRAG-SimpleUI-Builder: Advanced Data Search and Visualization	32	Emerging	3	Python
69	shibing624/graphrag-lite graphrag-lite, Lightweight GraphRAG implementation with openai API and...	32	Emerging	2	Python
70	yaacoo/graphRagSqlator LLM graph-RAG SQL generator for large databases with poor documentation	31	Emerging	19	Python
71	KKenny0/GraphRAGxplorer Open-source tool to visualise your GraphRAG 🔮 可视化 GraphRAG 的开源工具 🔮	31	Emerging	3	Python
72	KazuOnuki/GraphRAG-Index-SimpleBuilder GraphRAG-Index-SimpleBuilder: Indexing by Azure Machine Learning	31	Emerging	3	Python
73	tristantanjh/2waffles TerroGraph - A Retrieval-Augmented Generation (RAG) chatbot that enables...	31	Emerging	3	Jupyter Notebook
74	sachink1729/Knowledge-graphs-RAG-DAGWorks-Hamilton-FalkorDB-OpenAI Creating Knowledge Graphs and Productionalizing your RAG model with using...	31	Emerging	4	Jupyter Notebook
75	liuyanqun0815/langgraph_fly_base Based on the large model development framework of langchain, LangGraph is...	30	Emerging	41	Python
76	tvlnsiva/graphrag-engineering-pdfs Ontology, and Knowledge graph based RAG that uses local LLM.	30	Emerging	27	Python
77	sarabesh/HybridRAG A hybrid retrieval system for RAG that combines vector search and graph...	29	Experimental	38	Jupyter Notebook
78	OleksandrKucherenko/lightrag LightRAG configuration for high-performance run	29	Experimental	3	Shell
79	undeluro/tglens A Telegram analytics dashboard featuring interactive visualizations,...	29	Experimental	1	Python
80	pillowsofwind/Knowledge-Conflicts-Survey [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge...	28	Experimental	153	—
81	odysa/rdf4j-python Python client for Eclipse RDF4J — interact with RDF4J repositories, execute...	28	Experimental	4	Python
82	Anubis-Labs/PathRAG-System PathRAG System - A Path-based Retrieval-Augmented Generation implementation...	28	Experimental	13	JavaScript
83	dead8309/graph-rag-indexer Comparing vector-only RAG with GraphRAG (neo4j+milvus) for semantic and...	28	Experimental	8	Python
84	constantjxyz/KERAP Code repo for paper "KERAP: A Knowledge-Enhanced Reasoning Approach for...	27	Experimental	12	Python
85	snyny22/Graph-RAG-Engine 🔍 Enhance AI solutions with a Graph-Powered Recommendation & Reasoning...	27	Experimental	1	Python
86	aipachakutiqwan/knowledge-rag Graph RAG (Retrieval-Augmented Generation) project that allows users to...	27	Experimental	2	Python
87	AylinNaebzadeh/Knowledge-Graph-Construction-with-LLM-for-Hybrid-RAG-Development This is the implementation for my paper on GenAIK workshop at COLING 2025.	27	Experimental	1	Jupyter Notebook
88	tigerbytes-ai/tigers Domain-Specific Search Solutions using LLMs and KGs.	27	Experimental	18	Python
89	SCAI-BIO/primekg-rag RAG-based method for mapping variables to PrimeKG subgraphs with textual...	27	Experimental	2	Python
90	maoxiaowang/ragflow_async_sdk Python asynchronous SDK for managing RAGFlow APIs	26	Experimental	4	Python
91	jakobap/graphrag-light A GCP native, modular, parallelized Graph RAG implementation.	26	Experimental	42	Python
92	ianhohoho/auto-hyde 🔎 A deep-dive into HyDE for Advanced LLM RAG + 💡 Introducing AutoHyDE, a...	26	Experimental	34	Jupyter Notebook
93	parklize/LLM4SPARQL Repository for the implementation for the poster - "Toward Exploring...	25	Experimental	3	Python
94	AmirhosseinHonardoust/Designing-Hybrid-AI-Systems Hybrid AI is the future of explainable intelligence. This article explores...	25	Experimental	23	—
95	bayu-siddhi/graph-rag-arangodb Next-Gen Indonesia IT Law Q&A: Knowledge Graphs & LLMs. ArangoDB Hackathon...	25	Experimental	6	Jupyter Notebook
96	u9401066/HyperHierarchicalRAG HyperHierarchicalRAG: Combining Hypergraph Memory (HGMem) with Hierarchical...	25	Experimental	2	Python
97	AmiriShavaki/KG-based-RAG-for-Multi-hop-QA Dataset and notebooks of `Knowledge Graph Based Retrieval-Augmented...	24	Experimental	3	Jupyter Notebook
98	johndef64/nutrig-graphrag Graph-based RAG system for biomedical nutrigenetic knowledge discovery....	24	Experimental	4	Jupyter Notebook
99	dhaniverse/contrag ContRAG is a powerful library for building Retrieval-Augmented Generation...	24	Experimental	2	TypeScript
100	prrao87/uv-demo Demo of uv for a streamlined Python package management experience	24	Experimental	3	Python
101	susmitpy/QnA-on-Neo4j-Knowledge-Graph Demonstration of a question answering system based on RAG with a knowledge...	24	Experimental	2	Python
102	HySonLab/VietMedKG VietMedKG: Knowledge Graph and Benchmark for Traditional Vietnamese Medicine	23	Experimental	9	Python
103	Navneet-Tiwari/nsl-rag Neuro-Symbolic Lattice RAG — formally bounded, causally traced retrieval for...	23	Experimental	1	Python
104	Sumukha87/Insight-Engine Cross-domain innovation discovery via GraphRAG — 1.5M entity knowledge...	23	Experimental	1	Python
105	FalkorDB/GraphRAG-SDK-v2 Facilitate the creation of graph-based Retrieval-Augmented Generation...	23	Experimental	4	Python
106	beviah/CollabNext AI-powered knowledge graph tool that uses OpenAlex data and Neo4j to help...	23	Experimental	4	Python
107	Midnighter/knowledge-chat A framework to enable retrieval augmented generation (RAG) with knowledge...	23	Experimental	1	Python
108	reeshabh90/GRAPHRAG_Exploration This repository explores Microsoft GRAPHRAG working by ingesting a PDF document.	23	Experimental	3	Jupyter Notebook
109	Utshav-paudel/Text2Knowledgegraph_funnel Converting unstructured text to knowledge graph using spacy LLM and ne04j.	23	Experimental	17	Jupyter Notebook
110	iSathyam31/PaperGraph PaperGraph is a GraphRAG-based system that converts research papers into a...	22	Experimental	—	Python
111	Shreyash-Gaur/VoxGraph-RAG VoxGraph-RAG is a local, agentic system unifying Neo4j Knowledge Graphs and...	22	Experimental	—	Python
112	AvanishRawat/graph-rag-ai-tutor Graph RAG system that builds a knowledge graph from course materials and...	22	Experimental	—	Python
113	arthurfantaci/requirements-graphrag-api GraphRAG API + chat interface for requirements management — 4-level graph...	22	Experimental	—	Python
114	Hastur-HP/The-Brain A multimodal RAG dashboard and interactive 3D Knowledge Graph. Process...	22	Experimental	—	JavaScript
115	noahlips/web-data-kg-project Knowledge Graph Construction, Alignment, Reasoning & RAG — ESILV A4 Web Mining	22	Experimental	—	Python
116	bogdan-veliscu/graph-rag-blueprint Knowledge graph + RAG for legal document Q&A — Python + Neo4j + LLMs	22	Experimental	—	Python
117	MukundaKatta/DocGraph Document knowledge graph builder — extract entities and relationships, query...	22	Experimental	—	Python
118	juanjofrelopez/local-graphrag A local, private Knowledge Graph Generator that extends the GraphRAG-SDK framework.	22	Experimental	2	Python
119	zeyu-chen/Wikipedia-KG-RAG An intelligent question-answering system powered by knowledge graphs,...	22	Experimental	2	Python
120	Aaditatgithub/Automation-of-Knowledge-Graph-Construction AIR-2 in Stylumia Hackathon. Application that constructs and updates a...	22	Experimental	2	Jupyter Notebook
121	Marios-Mamalis/LLM_sparql Proof-of-concept system for grounding large language models through...	22	Experimental	2	Python
122	wenyuli23/Mealworm-plastic-degradation-RAG Code repository for "Leveraging Knowledge Graph–Based Retrieval Augmented...	22	Experimental	1	Jupyter Notebook
123	Schechter-Edward/temporal-graph-rag Temporal Graph RAG: hybrid dense+sparse+graph retrieval with time-aware...	22	Experimental	1	Python
124	ranfysvalle02/mongodb-graph GraphRAG + MongoDB	21	Experimental	1	Python
125	francescobrigante/VectorRAG-vs-GraphRAG Comparative study evaluating performances of Milvus Vector-based RAG vs...	21	Experimental	2	Python
126	Jasson5O66/graphrag-query-summarization 🗂️ Build a knowledge graph for global query-focused summarization from...	21	Experimental	—	Python
127	alchemine/lightrag-tutorial LightRAG tutorial	21	Experimental	1	HTML
128	dianaow/products-knowledge-graph Implementing Retrieval-Augmented Generation (RAG) with constructed Knowledge Graph	21	Experimental	7	HTML
129	Coder-ujju20/VectorRAG-vs-GraphRAG 📊 Compare the performance of Vector-based RAG and Graph-based RAG systems...	21	Experimental	—	Python
130	piyo123/learning-microsoft-graphrag A learning repository for exploring alternative paradigms of...	21	Experimental	—	Jupyter Notebook
131	daniilguchua/axiom-engine AI-powered simulation engine that transforms natural-language descriptions...	21	Experimental	—	Python
132	cwccie/graphrag-network-knowledge GraphRAG over network knowledge base vs standard RAG	21	Experimental	—	Python
133	newspapercriticcontribution396/graphrag-query-summarization 📊 Streamline query-focused summarization by constructing knowledge graphs...	21	Experimental	—	Python
134	madhavmadupu/atlas-grag Atlas-GRAG is a Graph Retrieval Augmented Generation system designed to...	21	Experimental	—	Python
135	Thiyaga1586/Abductive_Event_Reasoning Evidence grounded causal reasoning for SemEval-2026 Task 12 (AER) retrieval...	21	Experimental	—	Jupyter Notebook
136	bisect-group/BrowseNet BrowseNet is a novel graph-based RAG framework that performs query-guided...	21	Experimental	—	Python
137	RubensZimbres/Graph_RAG A Flask app running GraphRAG for healthcare, made with Vertex AI and Neo4j,...	20	Experimental	7	Python
138	ydennisy/kg1 KG1 is a social knowledge management application, infused with AI.	20	Experimental	7	Jupyter Notebook
139	Ahmad-Wali-i170106/kgrag-poc A Graph RAG implementation using Neo4j and LangChain	20	Experimental	8	Jupyter Notebook
140	kongusen/Graphuison A RAG-based framework for constructing scientific knowledge graphs.	20	Experimental	6	Python
141	CN-Scars/graphrag_web_ui GraphRAG Web UI is a Streamlit-based tool for managing and querying local...	20	Experimental	5	Python
142	bazilicum/GraphLTM Turn any LLM into a self-extending knowledge agent powered by a...	20	Experimental	3	Python
143	MusadiqPasha/KG-RAG-CrimeFilms Knowledge Graph-enhanced RAG system for in-depth analysis of crime film narratives.	19	Experimental	2	Jupyter Notebook
144	rachittshah/DSpy-KGs LLM-driven automated knowledge graph construction from text using DSPy and Neo4j	19	Experimental	18	Python
145	msmrexe/graphrag-query-summarization An implementation of the GraphRAG pipeline (based on the 2024 paper "From...	18	Experimental	1	Python
146	jzh135/Griaffe-AI-Lite Welcome to Giraffe AI Lite! An accessible Generative AI powered personal...	18	Experimental	2	Python
147	264Gaurav/Graph_RAG Graph RAG system using Neo4j, Gemma, and Groq — Imports documents, converts...	18	Experimental	1	Jupyter Notebook
148	extrawest/langgraph_demo_app_with_self_reflective_rag A self-reflective and adaptive RAG system that dynamically routes queries...	18	Experimental	1	Python
149	kimtth/rag-graph-rag-azure-openai 🤖GraphRAG v2 API (From Local to Global: arxiv.org/abs/2404.16130) Playground 🥦	18	Experimental	7	Jupyter Notebook
150	G0rg0ne/Ship-of-Theseus Turn your documents into a queryable knowledge graph with Graph RAG and...	17	Experimental	2	Python
151	SouravUpadhyay7/self_correcting_rag Research-grade Self-Correcting RAG agent built with LangGraph that retrieves...	17	Experimental	1	Python
152	Geo3D-AI-CSU/Geo-MAG Geo-MAG: A Knowledge Graph (KG)-Enhanced Multimodal Retrieval-Augmented...	17	Experimental	2	Python
153	guy1998/mp-graphrag OSS graph-rag system based on GraphMert proposed by researchers at Princeton...	17	Experimental	—	TypeScript
154	zhijiewong/ragviz Graph RAG visualization platform with interactive knowledge graphs and...	17	Experimental	—	TypeScript
155	avii2/LangChain_Graph_RAG Transform documents into a knowleThis project reimplements the ideas from...	17	Experimental	—	Python
156	Yusuke710/HyCE Hypothetical Command Embeddings (HyCE) combines RAG and command line	17	Experimental	1	Python
157	NilavoBoral/Advanced-Graph-RAG An Advanced Retrieval-Augmented Generation (RAG) system powered by a...	16	Experimental	3	Jupyter Notebook
158	easonlai/graph_rag This straightforward prototype illustrates the potential benefits of...	16	Experimental	1	Jupyter Notebook
159	Aml-Hassan-Abd-El-hamid/Islamic-inheritance-using-AI-qias-2025 An implementation for the paper named: Gumball at QIAS 2025: Arabic LLM...	15	Experimental	2	Jupyter Notebook
160	dileepkreddy5/graph-rag-enterprise Enterprise-grade Hybrid Graph-RAG engine with multi-hop reasoning, weighted...	14	Experimental	1	Python
161	Geo3D-AI-CSU/KG-RAG Knowledge Graph and Question-Answering Model for Geological Prospecting...	14	Experimental	7	Python
162	abhijeetsharma016/DataOnTips Graph RAG system for SAP Order-to-Cash data using Neo4j, LangChain, and...	14	Experimental	—	Python
163	dikshith/QueryGuard LLM Based Query Guard	14	Experimental	—	HTML
164	Fixer1983/rag-knowledge-graph Implementing Retrieval-Augmented Generation using knowledge graphs for...	14	Experimental	—	TypeScript
165	YashPratapRai/RAG RAG based document question answering system with a basic agentic AI...	14	Experimental	—	Jupyter Notebook
166	ertugrulakben/NeuroCausal-RAG Causality-aware RAG with multi-hop retrieval, contradiction detection, and...	14	Experimental	—	Python
167	ivkond/lightrag-api Simple LightRAG API client for Python.	14	Experimental	—	Python
168	sathiya-22/self-correcting-rag A LangGraph-powered Self-Correcting RAG system with Gemini, Tavily, and...	14	Experimental	—	Python
169	dakshjain-1616/prompt-graph Visualizes the retrieval path of a RAG system as an SVG graph. Shows which...	14	Experimental	—	Python
170	samyama-ai/graphrag-rs GraphRAG: Turn any folder of documents into a knowledge graph, then query it...	14	Experimental	—	Rust
171	Om7035/Sentinel-The-Self-Healing-Knowledge-Graph The Self-Healing Knowledge Graph for RAG. An autonomous agent that scrapes...	14	Experimental	3	Python
172	govind104/customer-journey-graphrag Graph-RAG for Customer Journey Intelligence using NetworkX + LLM. Path-aware...	14	Experimental	1	Python
173	tirth8205/GraphMinds GraphMinds: A Python project exploring graph-based algorithms and AI models.	14	Experimental	1	Python
174	sreekanthpogula/neo4j-langchain-realtime-rag This repository contains a real-time RAG (Retrieval-Augmented Generation)...	14	Experimental	1	Jupyter Notebook
175	Delphictunic/ReasonGraph A LangGraph-based reasoning engine with enforced citations for RAG.	13	Experimental	—	Python
176	Shreyash-Gaur/graph-powered-rag This project demonstrates how to revolutionize traditional...	13	Experimental	—	Jupyter Notebook
177	mytechnotalent/KNET KNET is an educational Retrieval-Augmented Generation (RAG) system built...	13	Experimental	—	Jupyter Notebook
178	JustUzair/axiom-lcel-rag A high-performance intelligence synthesis engine powered by LangChain LCEL...	13	Experimental	—	TypeScript
179	bawfng04/StructRAG-HPC A Structure-Aware RAG system for predicting HPC job runtime using...	13	Experimental	—	Jupyter Notebook
180	montoyitadevelp/Agentic-Knowledge-Graph GraphRAG with ADK + Python + Neo4j	13	Experimental	—	Python
181	Siddharth-Xenon/Local-Knowledge-Engine A privacy-first Enterprise GraphRAG engine using Neo4j and LangGraph....	13	Experimental	—	Cypher
182	HasanKhadd0ur/CiviLens CiviLens (Civilian Lens), is a graph-based Retrieval-Augmented Generation...	13	Experimental	2	—
183	AbdulSametTurkmenoglu/graph_rag Knowledge Graph (Graph RAG) from Turkish News with LlamaIndex	13	Experimental	2	Jupyter Notebook
184	albertoJr2018/atlas-grag 🌐 Map hidden global supply chain risks with multi-hop graph reasoning...	13	Experimental	—	—
185	MarioKuzmanov/MPKG4LMQA Multi-page Knowledge Graphs for QA with LLMs.	13	Experimental	—	Jupyter Notebook
186	itsa4ankush/the-chai This is just a demo of RAG, Rag Graph and Knowledge graph for my learning &...	13	Experimental	—	TypeScript
187	qbxlvnf11/MS-Graph-RAG MS Graph RAG Server: Indexing, Querying, On-Promise Version, Chat-Bot Server etc.	13	Experimental	—	Python
188	Nelson00011/Neo4j-DataModels Notes for Neo4J data bricks March 12, 2026	13	Experimental	—	—
189	collardeau/Context-Fetcher An Obsidian plugin for Graph RAG. Traverses your knowledge graph via links &...	13	Experimental	—	TypeScript
190	francescodellavalle/HyperGraphCAG RAG framework that combines structured knowledge representation using...	12	Experimental	4	Jupyter Notebook
191	extrawest/neo4j_graph_db_example LangChain Neo4j GraphDB Example	12	Experimental	1	Python
192	Chirayu-Tripathi/MongoDB-Querifier Improving LLMs MongoDB query generation capability with the help of advanced...	11	Experimental	3	Jupyter Notebook
193	matteo-spadaccia/KG-for-RAG-in-VC-context-Master-Graduation-Thesis-2025 Dissertation project developed in collaboration with Doriot AI as master's...	11	Experimental	2	—
194	wassupjay/Ramayana-Neo4j-Graph RAG using a Neo4j knowledge graph and the LangChain library with Groq's Llama3 model.	11	Experimental	2	Jupyter Notebook
195	ArnoldIOI/Educational-System-with-RAG Knowledge representation model for educational retrieval-augmented generation systems	11	Experimental	—	—
196	thytranx/RAGReads RAGReads is a GraphDB-powered book recommendation app that utilizes a...	11	Experimental	—	—
197	brtenorio/GraphRAG GraphRAG is a Python project for question answering (QA) over a user's...	11	Experimental	2	Python
198	ka25van/text-to-sql-Knowledge_graph Trying out text2sql and Knowledge graph using Langchain, neo4j	11	Experimental	2	Python
199	AmirLayegh/kg-rag-book Implementation of the book "Essential GraphRAG MEAP V04"	11	Experimental	2	Python
200	hr1juldey/TutLM A Multistep Question Answering Graphrag system with LLM routing to optimize...	11	Experimental	—	Python

Comparisons in this category

graphrag and llm-graph-builder (73 vs 60) graphrag and nano-graphrag (73 vs 65) graphrag and youtu-graphrag (73 vs 57) neo4j-graphrag-python and graphrag (77 vs 73) graphrag and GraphRAG-SDK (73 vs 68) graphrag and graphrag-visualizer (73 vs 54) graphrag and VeritasGraph (73 vs 51) graphrag and gfm-rag (73 vs 52) graphrag and graphrag-ui (73 vs 51) graphrag and graphrag-api (73 vs 55)