graph-rag | Topic | Ecosyste.ms: Repos

Topic: "graph-rag"

topoteretes/cognee

Memory for AI Agents in 6 lines of code

Language: Python - Size: 115 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 10,647 - Forks: 980

neo4j-labs/llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

Language: Jupyter Notebook - Size: 54 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4,245 - Forks: 758

NucleoidAI/Nucleoid

Neuro-Symbolic AI with Knowledge Graph | "True Reasoning" through data and logic 🌿🌱🐋🌍

Language: TypeScript - Size: 6.34 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 693 - Forks: 26

ImprintLab/Medical-Graph-RAG

A Graph RAG System for Evidenced-based Medical Information Retrieval [ACL 2025]

Language: Python - Size: 1.43 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 688 - Forks: 114

qifan777/dive-into-spring-ai

《动手学SpringAI》包含SSE流/Agent智能体/知识图谱RAG/FunctionCall/历史消息/图片生成/图片理解/Embedding/VectorDatabase/RAG

Language: Java - Size: 2.16 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 326 - Forks: 92

iMoonLab/Hyper-RAG

"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, and Yue Gao.

Language: Python - Size: 10.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 219 - Forks: 34

bibinprathap/VeritasGraph

VeritasGraph: Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution

Language: Python - Size: 4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 175 - Forks: 13

NornicDB is a high-performance graph + vector database built for AI agents and knowledge systems. It speaks Neo4j's (Bolt + Cypher) and qdrant's (gRPC) languages so you can use Nornic with zero code changes, while adding intelligent features including a graphql endpoint, air-gapped embeddings, GPU accelerated search, and other intelligent features.

Language: Go - Size: 35.9 MB - Last synced at: about 17 hours ago - Pushed at: 4 days ago - Stars: 100 - Forks: 4

neo4j-examples/sec-edgar-notebooks

Active WIP for experimenting with GraphRAG and Knowledge Graphs

Language: Jupyter Notebook - Size: 27 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 69 - Forks: 17

kuzudb/baml-kuzu-demo

Demo of knowledge graph creation and Graph RAG with BAML and Kuzu

Language: Python - Size: 5.2 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 64 - Forks: 13

khoj-ai/knowledge-graph

A minimal implementation of GraphRAG, designed to quickly prototype whether you're able to get good sense-making out of a large dataset with creation of a knowledge graph.

Language: Python - Size: 130 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 35 - Forks: 5

sarabesh/HybridRAG

A hybrid retrieval system for RAG that combines vector search and graph search, integrating unstructured and structured data. It retrieves context using embeddings and a knowledge graph, then passes it to an LLM for generating accurate responses.

Language: Jupyter Notebook - Size: 6.74 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 32 - Forks: 3

kuzudb/graph-rag-workshop 📦

Graph RAG workshop using Kùzu and LanceDB for hybrid RAG

Language: Python - Size: 4.12 MB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 29 - Forks: 2

SteveTANTAN/PoG

[WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning

Language: Python - Size: 6.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 27 - Forks: 2

botingw/langgraph-dev-navigator

An opinionated development framework for building production-ready AI agents with LangGraph. It grounds AI coding assistants (Cursor, Windsurf, Cline) and guides them to use local, official documentation, ensuring reliable, secure, and observable agentic workflows.

Language: HTML - Size: 761 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 23 - Forks: 3

graphgeeks-lab/odsc-agentic-ai-summit-2025

Code from the ODSC Agentic Graph RAG workshop combining vector, FTS & graph retrieval for RAG. Includes observability and guardrails for evaluating outputs.

Language: Python - Size: 17.3 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 16 - Forks: 4

MrRezaeiUofT/AMG-RAG

AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that automates the construction and continuous updating of Medical Knowledge Graphs (MKGs), integrates reasoning, and retrieves current external evidence for medical Question Answering (QA).

Language: Python - Size: 2.44 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 1

julymetodiev/post-cortex

Post-Cortex provides durable memory infrastructure with automatic knowledge graph construction, intelligent entity extraction, and semantic search powered by local transformer models.

Language: Rust - Size: 1.05 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 12 - Forks: 2

nikita-rulenko/helixir-py 📦

AI Causal and fastest memory

Language: Python - Size: 489 KB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 0

Beer-Bears/scaffold

Structural RAG (Retrieval-Augmented Generation) system for large codebases

Language: Python - Size: 3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 1

GIS-Info/GISphereKG-ChatBot

This is the repo for the journal paper GISphere Knowledge Graph for Geography Education: Recommending Graduate Geographic Information System/Science Programs

Language: Python - Size: 110 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 7 - Forks: 1

CoDS-GCS/KGNET

A graph machine learning enabled engine (GML-Enabled)

Language: Python - Size: 29.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 3

yankmo/HAG

🚀 HAG: Next-Gen AI | Neo4j + Weaviate Fusion | Dual-Similarity Retrieval | 100% Local & Private | Graph Intelligence Meets Vector Search

Language: Python - Size: 4.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 0

kiranbaby14/Docu-Watch

An intelligent system that revolutionizes contract management using AI, graph databases, and DocuSign integration. Transform dense legal documents into actionable insights with automated analysis, real-time tracking, and a smart chatbot interface. Built with OpenAI, Neo4j, and FastAPI.

Language: Python - Size: 587 KB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

kuzudb/text2cypher

Experiments and benchmarks with Text2Cypher for Graph RAG

Language: Python - Size: 565 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

yungyoda/jedAi-council

🥷The JedAi Council: Build powerful AI agents with CrewAI, Graphiti Graph RAG, LlamaIndex, and modern uv package management 🚀

Language: Python - Size: 270 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

anirbanbasu/tldrlc 📦

Too Long, Didn't Read, Let's Chat

Language: Python - Size: 188 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

G0rg0ne/Axon

AI-Powered Knowledge Graph Extraction from Scientific Papers

Language: Python - Size: 514 KB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 2 - Forks: 0

Swish78/VidInsights.ai

Web app for video summarization and Q&A using Graph RAG.

Language: JavaScript - Size: 80.1 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 1

anyparser/anyparserjs

Anyparser Typescript SDK for RAG/ETL Pipelines - File Content Extraction. Supports extraction from various file formats including PDF, Microsoft Office documents, OCR/Image to Text, Audio to Text, and Website to Text.

Language: TypeScript - Size: 408 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

0xZee/Graph-RAG

Microsoft Graph-RAG Indexing and Quering

Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

sanitprime/Advanced_Graph_RAG

Language: Python - Size: 3.56 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

supertedai/energyflow-cosmology

Unified thermodynamic cosmology developed by Morten Magnusson — connecting AI, energy flow, entropy, and structure across scales.

Language: Python - Size: 206 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

datmieu204/CVDGraphRAG

A comprehensive Retrieval-Augmented Generation (RAG) system for medical knowledge using graph-based architectures, optimized for cardiovascular disease and general medical applications.

Language: Python - Size: 2.44 MB - Last synced at: 14 days ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0

Berkay2002/agentic-rag-test-scope-analysis

Agentic GraphRAG system for test scope analysis in telecommunications software

Language: Python - Size: 1.25 MB - Last synced at: 17 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 1

Orbifold/knwl

A flexible Graph RAG package with advanced ingestion and augmentation strategies.

Language: Python - Size: 4.34 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

danielsobrado/OxideRAG

A Rust-first RAG toolkit that blends page indexing, mindmaps, and knowledge graphs to retrieve and reason over structured data, chats, emails, and PDFs.

Language: Rust - Size: 20.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

radinch/System2-Reasoning-AI

Experiments on System 2 reasoning — neuro-symbolic learning, inference-time scaling, LLM agents, RL post-training in LLMs, and Graph-based retrieval.

Language: Jupyter Notebook - Size: 3.11 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

kanugurajesh/DocuMind

DocuMind is a document intelligence app where users can upload files, extract knowledge, and query them in natural language, combining semantic search (Qdrant), graph insights (Neo4j), and LLM reasoning.

Language: TypeScript - Size: 347 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Abeshith/RAG-FundaMentals

🔰 A Comprehensive RAG repository covering basic vanilla RAG techniques, advanced retrieval methods, hybrid search fusion approaches, hands-on reranking techniques with code + explanation 📚✨

Language: Jupyter Notebook - Size: 4.07 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

JasmeetSinghBali/JSentrix

🎯 Autonomous Transaction Monitoring & Fraud Response System (Private, Multi-Agent/Modal, MCP/A2A Compliant)

Language: Python - Size: 101 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Midnighter/knowledge-chat

A framework to enable retrieval augmented generation (RAG) with knowledge graphs for chat applications.

Language: Python - Size: 236 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

kyupypuyk/orgai-project

組織内の情報をナレッジグラフ化し、自然言語で対話できるGraph RAGチャットボット。LangChain, LangGraph, Neo4j, Gemini, Streamlitを使用。

Language: Python - Size: 43.9 KB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

ykangw/GISphereKG-ChatBot Fork of GIS-Info/GISphereKG-ChatBot

This is the repo for the journal paper GISphere Knowledge Graph for Geography Education: Recommending Graduate Geographic Information System/Science Programs

Language: Python - Size: 110 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

ilyesdjerfaf/Legal-Email-Styling

Language: Python - Size: 2.8 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

baka3k/graph-rag-tiny

A GraphRAG repository that combines Qdrant (vector search), Neo4j (knowledge graph), and LLMs to provide an end-to-end ingest, query, and generation pipeline with an MCP HTTP server.

Language: Python - Size: 974 KB - Last synced at: about 1 hour ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Removed-navajo219/Designing-Hybrid-AI-Systems

Size: 1.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

21e8-miner/grain-vdb

GrainVDB: High-performance vector search engine written in native C++ and Metal. Optimized for Apple Silicon Unified Memory and local-first AI applications.

Language: Python - Size: 118 KB - Last synced at: 2 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

adityachauhan0/wait-whaa-win

Graph-RAG discovery engine built with Next.js, Gemini 3 Flash, and Neon Postgres. Visualizes multi-hop knowledge connections via React Flow and triplet extraction.

Language: TypeScript - Size: 154 KB - Last synced at: 13 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

bugboy1769/rag_project

RAG search for LLM Q/A. Chunks, creates Node-Edge-Node pair for each chunk, embeds both and performs a hybrid similarity search (Proposition Retreival).

Language: Python - Size: 9 MB - Last synced at: 14 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

rahullpanditaa/ambedkargpt

Semantic Graph RAG system implementing the SemRAG paper on Dr. B. R. Ambedkar’s writings. Combines semantic chunking, knowledge graphs, community detection, and local/global retrieval with a local LLM for grounded question answering.

Language: Python - Size: 4.88 MB - Last synced at: 14 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

devX950415/graph-RAG-for-pdf

I have updated former graph-RAG as new python module

Language: Python - Size: 571 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

pattern-agentic/pattern-agentic-memory-system

Adaptive Memory System with Identity Anchor Pattern - Never Fade to Black

Language: Python - Size: 174 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AVoss84/graph-rag

Langchain compatible GraphRAG implementation

Language: Jupyter Notebook - Size: 6.09 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Utsav-J/knowledge_graph_lc_neo4j

Language: Python - Size: 9.17 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Shree2604/Agentic-Ads

AgenticAds is an AI-powered multimodal advertising generation platform that transforms simple ad copy into platform-optimized content including rewritten text, custom posters, and short video reels, all automatically branded with user assets. Built entirely with free, open-source tools.

Size: 540 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0