OpenSPG / openspg
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...
☆1,438Updated this week
Alternatives and similar repositories for openspg:
Users that are interested in openspg are comparing it to the libraries listed below
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,051Updated 4 months ago
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,554Updated 3 weeks ago
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆936Updated 5 months ago
- WhyHow Knowledge Graph Studio☆641Updated 3 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,051Updated 2 weeks ago
- A simple, easy-to-hack GraphRAG implementation☆2,681Updated last week
- Neo4j GraphRAG for Python☆432Updated last week
- Neo4j graph construction from unstructured data☆291Updated 7 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆688Updated 2 months ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆662Updated 8 months ago
- Neo4j graph construction from unstructured data using LLMs☆3,180Updated this week
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆268Updated this week
- 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…☆283Updated 4 months ago
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆1,284Updated last week
- "MiniRAG: Making RAG Simpler with Small and Free Language Models"☆860Updated last week
- Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents.☆540Updated 4 months ago
- A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQL☆486Updated this 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…☆6,134Updated this week
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆797Updated 4 months ago
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆474Updated 2 months ago
- 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…☆241Updated 2 months ago
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆485Updated 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。☆129Updated 4 months ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,678Updated last month
- Build & Optimize your RAG.☆575Updated this week
- ☆457Updated 10 months ago
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆305Updated last week
- Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.☆2,459Updated this week
- A learning project for building local knowledge bases from PDFs using LangChain, supporting multiple LLMs (DeepSeek, OpenAI). Features in…☆92Updated last month
- Knowledge Graph Generation from Any Text☆348Updated 3 weeks ago