RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

• UpdatedDec 18, 2025
• Python

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

• UpdatedDec 17, 2025
• Python

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

• UpdatedDec 14, 2025
• Python

Memory for AI Agents in 6 lines of code

• UpdatedDec 17, 2025
• Python

Neo4j graph construction from unstructured data using LLMs

• UpdatedDec 17, 2025
• Jupyter Notebook

A simple, easy-to-hack GraphRAG implementation

• UpdatedJul 23, 2025
• Python

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo:https://tidb.ai

• UpdatedDec 9, 2025
• TypeScript

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).

• UpdatedDec 17, 2025
• C

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

• UpdatedSep 8, 2025
• Python

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

• UpdatedDec 14, 2025

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.

• UpdatedNov 5, 2025
• Python

SAG - SQL驱动的RAG引擎 · 查询时自动构建知识图谱 | SQL-Driven RAG Engine · Automatically Build Knowledge Graph During Querying

• UpdatedDec 8, 2025
• Python

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、语音输入输出、长期记忆） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

• UpdatedDec 12, 2025
• Java

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

• UpdatedDec 6, 2025
• Python

Youtu-GraphRAG boosts cost efficiency, inference accuracy, and cross-domain adaptability, pushing the boundaries of performance in complex QA.

• UpdatedOct 30, 2025
• Python

Neo4j GraphRAG for Python

• UpdatedDec 17, 2025
• Python

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成

• UpdatedDec 14, 2025
• HTML

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。

• UpdatedApr 2, 2025
• Python

Data Preparation as the Foundation for AI Accuracy

• UpdatedDec 18, 2025
• Python

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.

• UpdatedSep 15, 2025
• Python