s106916 / graphragLinks
A modular graph-based Retrieval-Augmented Generation (RAG) system
☆20Updated last year
Alternatives and similar repositories for graphrag
Users that are interested in graphrag are comparing it to the libraries listed below
Sorting:
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆582Updated last year
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,091Updated last year
- 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 SD…☆263Updated 10 months ago
- GraphRAG-Ollama-UI + GraphRAG4OpenWebUI 融合版(有gradio webui配置生成RAG索引,有fastapi提供RAG API服务)☆105Updated last year
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆401Updated 10 months ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆770Updated last year
- Neo4j graph construction from unstructured data☆321Updated last year
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,297Updated last year
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆59Updated last year
- 提供了一种gpt大模型平替解决方案实现利用非gpt大模型去使用Graphrag,支持多类型大模型如本地大模型(Ollama)、阿里云通义千问、百度文心千帆、智谱ChatGML、讯飞星火认知、Ollama、Moonshot AI、Google Gemini等。示例代码使用阿里…☆423Updated last year
- 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。☆185Updated last year
- GraphRAG在2024.11.5发布 0.4.0新版本,引入增量更新索引和DRIFT图推理搜索查询,本项目对新增的两个新功能进行全面测试,并提供了一种支持多类型大模型使用GraphRAG解决方案,不仅支持GPT大模型,还支持本地 大模型(Ollama)、阿里云通义千问、百…☆48Updated last year
- ☆274Updated last year
- 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☆159Updated last year
- A learning project for building local knowledge bases from PDFs using LangChain, supporting multiple LLMs (DeepSeek, OpenAI). Features in…☆220Updated last year
- 一个LightRAG的API模拟器,用于在Openwebui中通过自带的Ollama接口使用LightRAG;通过对话时使用前缀,还可以实现lightrag的模式切换。☆30Updated last year
- A LLM RAG system runs on your laptop. 大模型检索增强生成系统,可以轻松部署在笔记本电脑上,实现本地知识库智能问答。企业级SaaS版本请访问:☆307Updated last week
- KAG开源框架介绍及使用KAG实现知识增强生成应用(产品模式测试、开发者模式测试),KAG是OpenSPG发布v0.5版本中推出的知识增强生成(KAG)的专业领域知识服务框架,旨在充分利用知识图谱和向量检索的优势,增强大型语言模型和知识图谱,以解决 RAG 挑战☆154Updated 9 months ago
- 一个适合学习、使用、自主扩展的RAG【检索增强生成】系统!可联网做AI搜索☆523Updated last year
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆345Updated 8 months ago
- dify's rag patch module☆277Updated 4 months ago
- Chat2Graph: Graph Native Agentic System.☆395Updated 3 months ago
- ☆238Updated last year
- We build KGs the way nature builds matter☆907Updated 2 months ago
- WhyHow Knowledge Graph Studio☆896Updated last year
- ☆631Updated last year
- E2M API, converting everything to markdown (LLM-friendly Format).☆139Updated last year
- Neo4j GraphRAG for Python☆1,011Updated last week
- 支持中文🇨🇳🇨🇳🇨🇳 的 microsoft/graphrag☆51Updated 10 months ago
- A collection of RAG systems powered by LLM.☆215Updated 10 months ago