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.
☆2,174Nov 5, 2025Updated 6 months ago
Alternatives and similar repositories for graph-rag-agent
Users that are interested in graph-rag-agent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 结合知识库、知识图谱管理的 多租户 Agent Harness 平台。 An agent harness that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain…☆5,259May 22, 2026Updated last week
- A learning project for building local knowledge bases from PDFs using LangChain, supporting multiple LLMs (DeepSeek, OpenAI). Features in…☆230Jan 30, 2025Updated last year
- 校园论坛项目——仿牛客论坛☆21Nov 12, 2025Updated 6 months ago
- 一个简单的多模态RAG项目☆360May 13, 2025Updated last year
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆7,839Nov 19, 2025Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆35,782Updated this week
- A simple, easy-to-hack GraphRAG implementation☆3,856Jan 27, 2026Updated 4 months ago
- 科大讯飞多模态RAG图文问答挑战赛☆71Aug 4, 2025Updated 9 months ago
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,794Jan 28, 2026Updated 4 months ago
- AI Powered Knowledge Graph Generator☆2,288Dec 28, 2025Updated 5 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆33,186May 19, 2026Updated last week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,496Apr 10, 2026Updated last month
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆2,390May 21, 2026Updated last week
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆81,029May 22, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2☆2,338May 12, 2025Updated last year
- A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval☆14,302May 1, 2026Updated 3 weeks ago
- 本项目设计了一个基于 RAG 与大模型技术的医疗问答系统,利用 DiseaseKG 数据集与 Neo4j 构 建知识图谱,结合 BERT 的命名实体识别和 34b 大模型的意图识别,通过精确的知识检索和问答生成, 提升系统在医疗咨询中的性能,解决大模型在医疗领域应用的可…☆1,255Updated this week
- TrustRAG:The RAG Framework within Reliable input,Trusted output☆1,259Jan 7, 2026Updated 4 months ago
- Ragflow-Plus 是 Ragflow 的二次开发版本,使其更为简洁实用☆1,315Dec 17, 2025Updated 5 months ago
- "RAG-Anything: All-in-One RAG Framework"☆20,525May 23, 2026Updated last week
- 🧠 纯原生 Python 实现的 RAG 框架 | FAISS + BM25 混合检索 | 支持 Ollama / SiliconFlow | 适合新手入门学习☆902Mar 18, 2026Updated 2 months ago
- Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval☆88Apr 9, 2026Updated last month
- LightRAG与GraphRAG在索引构建、检索测试中的耗时、模型请求次数、Token消耗金额、检索质量等方面进行对比☆171Dec 1, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Tongyi Deep Research, the Leading Open-source Deep Research Agent☆18,963Feb 27, 2026Updated 3 months ago
- Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案☆629Nov 17, 2024Updated last year
- Achieve your exclusive DeepResearch.☆28Apr 25, 2025Updated last year
- Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain…☆38,067Nov 10, 2025Updated 6 months ago
- [ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,897Oct 16, 2025Updated 7 months ago
- 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程☆30,650Apr 24, 2026Updated last month
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,322Nov 9, 2024Updated last year
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,386Sep 10, 2025Updated 8 months ago
- Neo4j graph construction from unstructured data using LLMs☆4,705Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Build Real-Time Knowledge Graphs for AI Agents☆26,449May 21, 2026Updated last week
- Repo for "MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability"☆153May 27, 2025Updated last year
- An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, s…☆69,828Updated this week
- Aix-DB 基于 LangChain/LangGraph 框架,结合 MCP Skills 多智能体协作架构, 实现自然语言到数据洞察的端到端转换。☆2,148Updated this week
- ☆122May 29, 2025Updated last year
- A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines☆5,562Updated this week
- Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.☆64,676May 21, 2026Updated last week