graphrag

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

linux agent flux workflow ocr mcp gemini openai llama vlm dify o1 comfyui ollama gguf gpt-sovits graphrag omost janus-pro

UpdatedJun 22, 2025
Python

DEEP-PolyU /Awesome-GraphRAG

Star1.3k

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

knowledge-graph rag large-language-models retrieval-augmented-generation graphrag graphrag-survey graphrag-paper

UpdatedJul 7, 2025

FalkorDB /FalkorDB

Star1.2k

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).

database devtools knowledge-graph database-as-a-service developer-tools graph-database realtime-database cloud-database graphrag

UpdatedJul 18, 2025
C

1517005260 /graph-rag-agent

Star901

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.

evaluation kg reasoning deepsearch graphrag agentic-rag lightrag deepresearch

UpdatedJul 18, 2025
Python

moyangzhan /langchain4j-aideepin

Star840

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

mcp rag ai-agent langchain4j ai-workflow knowlege-base graphrag

UpdatedJul 4, 2025
Java

shibing624 /ChatPDF

Star783

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。

pdf rag llm chatpdf chatdoc local-rag graphrag

UpdatedApr 2, 2025
Python

if-ai /ComfyUI-IF_AI_tools

Sponsor

Star657

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.

flux ocr transformers gemini supervision mistral xai textgeneration rag groq stable-diffusion anthropic llamacpp comfyui koboldcpp ollama lmstudio graphrag omost

UpdatedMar 9, 2025
Python

neo4j /neo4j-graphrag-python

Star644

Neo4j GraphRAG for Python

python ai neo4j python3 graph-database cypher rag genai graphrag

UpdatedJul 17, 2025
Python

win4r /GraphRAG4OpenWebUI

Star530

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.

openai rag llms ollama aiagents openwebui graphrag

UpdatedJan 10, 2025
Python

trustgraph-ai /trustgraph

Star482

Take control of your data and AI future. Connect LLMs to graph driven intelligence automatically built from your data. Build, deploy, and manage anywhere from local, cloud, or on-prem.

data-sovereignty digital-sovereignty llm-deployment graphrag llm-orchestration ai-sovereignty trustgraph knowledge-package agentic-graphrag