Projects in Awesome Lists tagged with graphrag
A curated list of projects in awesome lists tagged with graphrag .
https://github.com/safishamsi/graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
antigravity claude-code codex gemini graphrag knowledge-graph leiden openclaw rag skills tree-sitter
Last synced: 09 Jun 2026
https://github.com/infiniflow/ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
agent agents ai-search chatbot chatgpt deep-learning deepseek deepseek-r1 document-parser document-understanding genai graphrag llm nlp ollama pdf-to-text rag retrieval-augmented-generation table-structure-recognition text2sql
Last synced: 09 May 2026
https://github.com/hkuds/lightrag
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
genai gpt gpt-4 graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation
Last synced: 04 Jul 2025
https://github.com/topoteretes/cognee
Knowledge Engine for AI Agent Memory in 6 lines of code
ai ai-agents ai-memory cognitive-architecture cognitive-memory context-engineering contributions-welcome good-first-issue good-first-pr graph-database graph-rag graphrag help-wanted knowledge knowledge-graph neo4j open-source openai rag vector-database
Last synced: 21 Apr 2026
https://github.com/HKUDS/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
genai gpt gpt-4 graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation
Last synced: 27 Feb 2025
https://github.com/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).
cloud-database database database-as-a-service developer-tools devtools graph-database graphrag knowledge-graph realtime-database
Last synced: 12 Apr 2026
https://github.com/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
Last synced: 13 May 2025
https://github.com/gusye1234/nano-graphrag
A simple, easy-to-hack GraphRAG implementation
gpt gpt-4o graphrag learning-by-doing llm rag
Last synced: 29 Jul 2025
https://github.com/pingcap/autoflow
pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai
chatbot cot graphrag knowledge-graph mysql rag serverless vector-database
Last synced: 13 May 2025
https://github.com/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
agent comfyui dify flux gemini gguf gpt-sovits graphrag janus-pro linux llama macos mcp o1 ocr ollama omost openai vlm workflow
Last synced: 14 May 2025
https://github.com/heshengtao/comfyui_LLM_party
LLM Agent Framework in ComfyUI includes 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, moonshot,doubao. Adapted to local llms, vlm, gguf such as llama-3.2, Linkage graphRAG / RAG
agent comfyui dify flowise flux gemini gguf gpt-sovits graphrag linux llama llm macos o1 ocr ollama omost openai vlm workflow
Last synced: 19 Aug 2025
https://github.com/neo4j/neo4j-graphrag-python
Neo4j GraphRAG for Python
ai cypher genai graph-database graphrag neo4j python python3 rag
Last synced: 11 Feb 2026
https://github.com/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).
cloud-database database database-as-a-service developer-tools devtools graph-database graphrag knowledge-graph realtime-database
Last synced: 17 Sep 2025
https://github.com/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).
cloud-database database database-as-a-service developer-tools devtools graph-database graphrag knowledge-graph realtime-database
Last synced: 03 Aug 2025
https://github.com/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
Last synced: 15 May 2025
https://github.com/FalkorDB/GraphRAG-SDK
Build fast and accurate GenAI apps with GraphRAG SDK at scale.
falkordb genai graph-database graphrag knowledge-graph llm open-source rag sdk
Last synced: 12 Feb 2026
https://github.com/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
Last synced: 19 Aug 2025
https://github.com/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
Last synced: 08 Apr 2025
https://github.com/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
Last synced: 06 Mar 2025
https://github.com/awslabs/graphrag-toolkit
Python toolkit for building graph-enhanced GenAI applications
amazon-neptune amazon-opensearch-serverless graph-database graphrag llama-index mcp postgresql
Last synced: 02 Apr 2026
https://github.com/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
Last synced: 06 Mar 2025
https://github.com/rmanluo/gfm-rag
[NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation
gpt graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation
Last synced: 17 Mar 2026
https://github.com/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.
Last synced: 23 Feb 2025
https://github.com/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
Last synced: 30 Mar 2025
https://github.com/muvon/octocode
Semantic code searcher and codebase utility with AI memory onboard
ai ai-memory cli cli-app code-search developer-tools doc-search graphrag mcp-server rag semantic-search
Last synced: 08 Jun 2026
https://github.com/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。
Last synced: 06 Apr 2025
https://github.com/zzet/gortex
High-performance code graph and code intelligence engine, supports 257 languages, multi repositories, with access via CLI, MCP Server, and API. Built for AI coding agents - expose only needed information, cutting token usage up to 50x. 100% local.
ai-tools antigravity claude-code code-analysis code-assistant context-window context-window-optimization context-window-optimizer copilot cursor developer-tools graphrag kiro knowledge-graph local-first mcp-server prompts skills tokens windsurf
Last synced: 17 Jun 2026
https://github.com/stevereiner/flexible-graphrag
Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, schemas, LLMs, Docling or LlamaParse doc processing, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular frontends, FastAPI backend, REST API, MCP Server. Please 🌟 Star
ai ai-chat alfresco arcadedb doc-processing docling falkordb generative-ai graphrag hybrid-search knowledge-graph llamaindex llamaparse llm mcp mcp-server neo4j python rag search
Last synced: 16 May 2026
https://github.com/namidb/namidb
Graph database native to the cloud. Embedded, multi-tenant, built on object storage.
agent-memory columnar cypher gql graph-database graphrag lsm-tree object-storage rust s3
Last synced: 13 Jun 2026
https://github.com/ksachdeva/langchain-graphrag
GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Last synced: 05 Apr 2025
https://github.com/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
Last synced: 05 Apr 2025
https://github.com/aymenfurter/smartrag
Deep Research through Multi-Agents, using GraphRAG
autogen azure deep-research gpt-4o graphrag llm multi-agent-systems multimodal openai voice-mode
Last synced: 17 Jan 2026
https://github.com/talperetz/browsegraph
In-browser GraphRAG
chrome-extension graph graphrag llms rag
Last synced: 17 Jan 2026
https://github.com/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
Last synced: 09 Apr 2025
https://github.com/apache/incubator-hugegraph-ai
The integration of HugeGraph with AI/LLM & GraphRAG
gnn graph-machine-learning graphrag hugegraph knowledge-graph
Last synced: 05 Apr 2025
https://github.com/sdiehl/tiny-graphrag
A tiny 1000 line implementation of GraphRAG in Python
Last synced: 11 Jul 2025
https://github.com/jasonkylelol/graphrag-chinese
支持中文🇨🇳🇨🇳🇨🇳 的 microsoft/graphrag
Last synced: 16 Jan 2026
https://github.com/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.
Last synced: 12 Feb 2026
https://github.com/topoteretes/cognee-starter
Cognee starter repo with examples
ai graphrag llm semantic-memory
Last synced: 15 Oct 2025
https://github.com/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
Last synced: 05 Oct 2025
https://github.com/markmbain/aius
The best long-term memory for 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
Last synced: 11 Apr 2025
https://github.com/graph-com/subgraphrag
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
Last synced: 24 Aug 2025
https://github.com/softwares-compound/neocadmium
Smart log analysis and debugging assistant for backend developers
application-monitoring artificial-intelligence developer-tools electronjs error-handling fastapi graphdb graphql graphrag llamaindex log sqlite tree-sitter
Last synced: 11 Oct 2025
https://github.com/nowledge-co/nowledge-mem
Memory and context manager just works.
agent-memory context-manager graphrag mcp mcp-server memory
Last synced: 03 Nov 2025
https://github.com/leandropg19/cuba-memorys
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.
ai-memory ai-tools anti-hallucination episodic-memory exponential-decay graph-database graphrag hebbian-learning knowledge-graph mcp mcp-server model-context-protocol npm-package pagerank postgresql pypi-package rag rust semantic-search vector-search
Last synced: 04 Jun 2026
https://github.com/kinkos1234/comad-world
Config-driven AI agent system for any domain. 6 modules, 1 YAML file. Swap a preset, get a new knowledge system.
ai-agents bun claude-code config-driven graphrag knowledge-graph mcp neo4j python typescript
Last synced: 03 Jun 2026
https://github.com/graphrag/graphrag.github.io
GraphRAG access patterns and knowledge graph modeling
genai graphrag knowledge-graph neo4j
Last synced: 24 Oct 2025
https://github.com/ivanvanderbyl/agentic
A minimalist Go implementation of Microsoft's GraphRAG
Last synced: 12 Aug 2025
https://github.com/jallermax/knowledge-nexus
GraphRAG for Second Brain. Ingest knowledge -> build knowledge graphs -> Query relevant knowledge | Explore connections
graphrag graphs knowledge-graph notion second-brain
Last synced: 09 Apr 2025
https://github.com/andrew-hernandez-paragon/code-graph-context
A Model Context Protocol (MCP) server that builds rich code graphs to provide deep contextual understanding of TypeScript codebases to Large Language Models.
ai-code-analysis claude-code code-graph-rag developer-tools graph-database graphrag mcp-server neo4j nestjs openai typescript
Last synced: 26 Apr 2026
https://github.com/intellectronica/battle-of-the-semantics
GraphRag vs Embeddings
ai embeddings graphrag llm rag
Last synced: 08 Sep 2025
https://c-bjorn.github.io/MegaMem/
Transform your Obsidian vault into a powerful knowledge graph with MCP support
anythingllm awesome claude-desktop falkordb graphiti graphrag neo4j obsidian-mcp obsidian-plugin obsidian-vault pkm roo-code
Last synced: 18 Jan 2026
https://github.com/DEEP-PolyU/LinearRAG
A relation-free graph constrcution method for efficient GraphRAG.
Last synced: 27 Oct 2025
https://github.com/drewdrewh/code-graph-context
A Model Context Protocol (MCP) server that builds rich code graphs to provide deep contextual understanding of TypeScript codebases to Large Language Models.
ai-code-analysis claude-code code-graph-rag developer-tools graph-database graphrag mcp-server neo4j nestjs openai typescript
Last synced: 16 Mar 2026
https://github.com/theodoreniu/graphrag_webui
A web interface for GraphRAG. 🚀
Last synced: 15 Oct 2025
https://github.com/cognitx-leyton/codegraph
🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher
ai-agents ast claude claude-code code-analysis code-knowledge-graph codebase-search coding-agents cypher dependency-graph graphrag knowledge-graph mcp neo4j nestjs python react retrieval-augmented-generation static-analysis typescript
Last synced: 21 May 2026
https://github.com/xmpuspus/kb-arena
Benchmark 7 retrieval strategies on your own docs — naive vector, contextual, QnA pairs, knowledge graph, RAPTOR, PageIndex, and hybrid. Find which KB architecture fits your data.
benchmark chromadb cli document-retrieval evaluation graphrag hybrid-search knowledge-graph llm neo4j python rag rag-evaluation retrieval retrieval-augmented-generation vector-search
Last synced: 02 May 2026
https://github.com/anubissbe/knowledgehub
🧠 Enterprise AI-Enhanced Development Platform with GraphRAG, LlamaIndex, Multi-Tenant Architecture, and Advanced Security & Compliance. Transform your development workflow with persistent memory, intelligent automation, and 99.9% uptime.
ai claude-code code-intelligence docker documentation enterprise fastapi gpu-acceleration graphrag knowledge-management llamaindex machine-learning multi-tenant rag react semantic-search typescript vector-database vector-search weaviate
Last synced: 26 Jan 2026
https://github.com/ssdeanx/secure-rag-multi-agent
Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI orchestration, with JWT Secure, also Deep Research built with Cedar & Next.js. Gemini, OpenAI, Openrouter, & Gemini CLI usable. Also exposes tools, agents as MCP Server Also A2A Agent Cards
a2a a2a-mcp a2a-protocol ai ai-agents chatbot deep-learning deep-research gemini gemini-cli google-gemini graphrag jwt mcp mcp-server mcp-servers nextjs nodejs openai rag-chatbot
Last synced: 18 Apr 2026
https://github.com/awaescher/oef
Ollama Embeddings Forwarder
embeddings graphrag ollama openai rag
Last synced: 13 May 2025
https://github.com/kimtth/rag-graph-rag-azure-openai
🤖GraphRAG v2 API (From Local to Global: arxiv.org/abs/2404.16130) Playground 🥦
Last synced: 25 Feb 2026
https://github.com/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.
agent agent-oriented-programming comfyui dify gemini gguf graphrag linux llama o1 omost programming-language prolog-interpreter workflow
Last synced: 01 Aug 2025
https://github.com/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).
agents cloudrun cloudrun-service containers docker gpt-4 graphrag langchain langchain-python python python3 rag retrieval-augmented-generation vertexai
Last synced: 05 May 2025
https://github.com/rudra496/nexus-agent
⚡ Nexus Agent — Zero-config, self-evolving local AI agent framework. Multi-agent orchestration, GraphRAG, IDE integration. Runs 100% local with Ollama.
ai ai-agent automation autonomous-agent benchmark cli cloud-sync code-agent docker graphrag hacktoberfest ide-integration llm local-ai marketplace multi-agent ollama open-source python self-evolving
Last synced: 09 Jun 2026
https://github.com/uranid/mnem
Versioned, mergeable agent memory with hybrid GraphRAG retrieval. Embed in Rust or Python, or talk to it over MCP. Runs locally.
agent-memory graphrag knowledge-graph local-first mcp rust vector-search version-control
Last synced: 03 May 2026
https://github.com/daradce/easy_graphrag_queries
Streamlit UI for Microsoft GraphRAG, with post-processing for source citations.
graphrag knowledge-graph streamlit
Last synced: 27 Feb 2025
https://github.com/tae2089/code-context-graph
Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule), built for MSA via MCP.
agent-skill ai-coding claude claude-code code-review go golang graphrag incremental knowledge-graph llm mcp static-analysis tree-sitter
Last synced: 04 Jun 2026
https://github.com/kimtth/graph-rag-azure-openai
🤖GraphRAG (From Local to Global: arxiv.org/abs/2404.16130) Playground 🥦
Last synced: 12 Apr 2025
https://github.com/samowolabi/chatrag-knowledge-graph
Intelligent RAG system with knowledge graphs. Processes documents → extracts entities & relationships → stores in Neo4j → enables semantic search & AI-powered Q&A with citations. 🔗 Where documents become knowledge graphs. Advanced RAG system that turns your files into an intelligent, queryable knowledge base.
graphrag knowledge-graph llm-agent neo4j
Last synced: 15 Apr 2026
https://github.com/vaggelisgian/pdf-qna-llms-rag
The PDF-QnA-LLMs-RAG project enables question-and-answer functionality over PDF / TXT documents using Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs). Implemented in Python, this repository provides tools to process PDFs, extract relevant information, and deliver accurate answers. It uses LLMs to support effective interaction
docker graphrag llm lmstudio neo4j python redis streamlit
Last synced: 06 Apr 2026
https://github.com/XMUDeepLIT/LegalGraphRAG
[ACL'26 Main] Official code for "LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning".
Last synced: 13 Jun 2026
https://github.com/yonk-labs/pg-raggraph
PostgreSQL-native GraphRAG. Vector search, full-text, and knowledge-graph traversal in a single SQL query. No Neo4j. No Pinecone. No AGE.
embeddings graphrag knowledge-graph llm pgvector postgresql python rag retrieval-augmented-generation vector-search
Last synced: 23 May 2026
https://github.com/beacoder/llm
A bunch of experiments using Large Language Models
agentic-ai graphrag langchain langgraph llm ollama qwen2 rag
Last synced: 10 Apr 2025
https://github.com/knowusuboaky/vectrixdb
Where vectors come alive - A lightweight, visual-first vector database with embedded ML models. No API keys required.
embeddings graphrag machine-learning onnx python semantic-search similarity-search vector-database
Last synced: 26 May 2026
https://github.com/bxw91/brainpalace
RAG for code & docs with Persistent Chat-Session Memory — BM25 (multi-lang), vector, hybrid search and GraphRAG with temporal knowledge. Chat-session summarisation with embedding & verbatim copy + Git commits indexing. CLI, MCP and Claude Code plugin. Ollama or cloud LLMs. WEB dashboard.
ai-memory bm25 claude-code embeddings graphrag knowledge-graph llm mcp python rag semantic-search
Last synced: 12 Jun 2026
https://github.com/osisdie/fortune-poem-ai
AI-powered Chinese fortune stick interpreter — 100 temple poems with RAG, Knowledge Graph, Neo4j, and LLM interpretation.
ai bert chatbot chinese-culture fortune-telling gradio graphrag knowledge-graph llm neo4j nextjs python rag vercel
Last synced: 25 Jun 2026
https://github.com/zilliztech/vector-graph-rag
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
graph-rag graphrag knowledge-base knowledge-graph rag vector-database
Last synced: 12 Mar 2026
https://github.com/sriinnu/chitragupta
Memory-oriented AI platform in TypeScript with CLI, HTTP, MCP, dashboard, and programmatic surfaces.
agent-platform ai-agents cli developer-tools graphrag mcp memory multi-agent typescript web-dashboard
Last synced: 11 Apr 2026
https://github.com/notthestallion/graphrag-local-model_huggingface
Microsoft's graphrag using ollama and hugging face to support all LLMs (Llama3, mistral, gemma2, fine-tuned Llama3 ...).
graph graphrag hugging-face huggingface ollama ollama-api rag
Last synced: 05 Jan 2026
https://github.com/vivy1024/daml-rag-framework
🧠 DAML-RAG: Domain-Adaptive Multi-source Learning RAG Framework | GraphRAG混合检索 + 推理时学习 + 教师-学生双模型协作 | Production-ready vertical domain AI solution
artificial-intelligence framework graphrag in-context-learning knowledge-graph llm machine-learning mcp neo4j python qdrant rag vector-database
Last synced: 11 Apr 2026
https://github.com/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.
gemini-api graphrag llm narrative-game narrative-generation simulation
Last synced: 27 Sep 2025
https://github.com/ryandmonk/knowledge_graph_brain
MCP-native knowledge graph orchestrator that unifies data silos with GraphRAG, dynamic connectors, and local AI.
data-orchestration enterprise-ai graphrag knowledge-graph langgraph local-ai model-context-protocol neo4j ollama rag typescript vector-search
Last synced: 18 Sep 2025
https://github.com/weprodev/flowai
Bash-native multi-agent terminal orchestrator for spec-driven software development. Coordinates AI agents (Claude, Gemini, Cursor, Copilot) through a five-phase pipeline — Spec → Plan → Tasks → Implement → Review — with a compiled knowledge graph, real-time event log, and human-in-the-loop approval gates.
agent agent-orchestration ai ai-agent-development flowai graphrag knowledge-graph skills spec-driven spec-driven-development spec-kit
Last synced: 15 Apr 2026
https://github.com/ranfysvalle02/mongodb-graph
GraphRAG + MongoDB
ai artificial-intelligence context-augmentation graphrag llm mongodb python rag
Last synced: 07 Mar 2026
https://github.com/amirlayegh/kg-rag-book
Implementation of the book "Essential GraphRAG MEAP V04"
graphrag knowledge-graph named-entity-recognition neo4j neo4j-database rag relation-extraction
Last synced: 15 Apr 2026
https://github.com/arn0ld87/agora
Self-hosted GraphRAG + multi-agent social-media simulator. Upload a doc → build a knowledge graph → spawn persona-driven agents → generate a report. Ollama & Neo4j instead of Cloud-APIs. DACH-first. Lokaler Multi-Agent-Social-Media-Simulator mit GraphRAG-Pipeline. Dokument hoch, Knowledge-Graph bauen, Personas spawnen, Report raus. Ollama + Neo4j
agent-simulation camel-ai flask graphrag knowledge-graph local-llm multi-agent neo4j oasis ollama self-hosted social-media-simulation vue3
Last synced: 01 May 2026
