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...
☆1,672Updated 2 weeks 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☆1,806Updated 3 weeks ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,151Updated 6 months ago
- A simple, easy-to-hack GraphRAG implementation☆2,972Updated last month
- WhyHow Knowledge Graph Studio☆715Updated 5 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,388Updated last month
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆996Updated 8 months ago
- A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQL☆643Updated last week
- Neo4j GraphRAG for Python☆568Updated 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…☆7,087Updated this week
- "MiniRAG: Making RAG Simpler with Small and Free Language Models"☆1,124Updated 3 weeks ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,353Updated this week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆710Updated 10 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆720Updated 5 months ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,760Updated 3 months ago
- Neo4j graph construction from unstructured data☆310Updated 10 months ago
- A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in T…☆1,800Updated 3 months ago
- Neo4j graph construction from unstructured data using LLMs☆3,517Updated this week
- A pre-built agent for TableGPT2.☆578Updated 2 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆296Updated last week
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,801Updated last month
- Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents.☆584Updated 6 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…☆316Updated 6 months 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☆103Updated 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…☆251Updated 2 months ago
- Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.☆2,777Updated 2 months ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆897Updated 5 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆841Updated 6 months ago
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆510Updated 4 months ago
- Knowledge Graph Generation from Any Text☆473Updated this week
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆1,459Updated this week