OpenSPG / openspgLinks
OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) natively support KAG...
☆1,855Updated 2 months ago
Alternatives and similar repositories for openspg
Users that are interested in openspg are comparing it to the libraries listed below
Sorting:
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,037Updated last week
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,054Updated 11 months ago
- WhyHow Knowledge Graph Studio☆798Updated 8 months ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,232Updated 10 months ago
- A simple, easy-to-hack GraphRAG implementation☆3,309Updated last month
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,831Updated last week
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆7,879Updated last month
- UltraRAG 2.0: Less Code, Lower Barrier, Faster Deployment! MCP-based low-code RAG framework, enabling researchers to build complex pipeli…☆1,565Updated last week
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,407Updated 3 weeks ago
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆1,674Updated 2 weeks ago
- A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQL☆808Updated 2 weeks ago
- Neo4j GraphRAG for Python☆775Updated last week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,783Updated last week
- Chat2Graph: Graph Native Agentic System.☆343Updated 3 weeks ago
- 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☆142Updated 5 months ago
- 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…☆349Updated 9 months ago
- Neo4j graph construction from unstructured data using LLMs☆3,936Updated last week
- Neo4j graph construction from unstructured data☆314Updated last year
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆325Updated 3 months ago
- A pre-built agent for TableGPT2.☆612Updated 2 weeks ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆741Updated last year
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,716Updated this week
- the resources about the application based on LLM with RAG pattern☆1,535Updated last week
- Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents.☆608Updated 9 months ago
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆366Updated 6 months ago
- A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in T…☆1,893Updated 2 months ago
- 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, LightRA…☆1,200Updated last month
- 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…☆258Updated 5 months ago
- 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。☆165Updated 10 months ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,911Updated this week