severian42 / GraphRAG-Local-UI
GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.
☆2,113Updated 5 months ago
Alternatives and similar repositories for GraphRAG-Local-UI:
Users that are interested in GraphRAG-Local-UI are comparing it to the libraries listed below
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆965Updated 6 months ago
- A simple, easy-to-hack GraphRAG implementation☆2,834Updated last week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,254Updated last week
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆496Updated 3 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,292Updated last week
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,570Updated this week
- Neo4j graph construction from unstructured data using LLMs☆3,342Updated this week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆693Updated 9 months ago
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,739Updated 2 weeks ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,201Updated this week
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,747Updated this week
- WhyHow Knowledge Graph Studio☆677Updated 3 months ago
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆319Updated last month
- Neo4j GraphRAG for Python☆496Updated last week
- Incremental Knowledge Graphs Constructor Using Large Language Models☆703Updated 3 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…☆6,681Updated this week
- 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…☆248Updated 3 weeks ago
- "MiniRAG: Making RAG Simpler with Small and Free Language Models"☆1,022Updated last week
- Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents.☆557Updated 5 months ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆850Updated 4 months ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,714Updated 2 months ago
- RAG that intelligently adapts to your use case, data, and queries☆3,164Updated 3 weeks ago
- ☆465Updated 11 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,191Updated 7 months ago
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆737Updated 2 months ago
- The Open Source Memory Layer For Autonomous Agents☆2,178Updated 6 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆822Updated 5 months ago
- A lightweight framework for building LLM-based agents☆2,104Updated last month
- High-performance retrieval engine for unstructured data☆1,348Updated last week
- Neo4j graph construction from unstructured data☆301Updated 8 months ago