TheAiSingularity / graphrag-local-ollama
Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction
☆846Updated 3 months ago
Alternatives and similar repositories for graphrag-local-ollama:
Users that are interested in graphrag-local-ollama 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…☆1,893Updated 2 months ago
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆409Updated last week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆584Updated 5 months ago
- A simple, easy-to-hack GraphRAG implementation☆2,133Updated 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…☆248Updated last month
- Neo4j graph construction from unstructured data☆253Updated 5 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…☆223Updated this week
- Neo4j graph construction from unstructured data using LLMs☆2,777Updated this week
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,116Updated last week
- Neo4j GraphRAG for Python☆317Updated this week
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,069Updated this week
- 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☆423Updated 4 months ago
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆260Updated 3 weeks ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆1,511Updated last week
- WhyHow Knowledge Graph Studio☆532Updated 3 weeks ago
- ☆440Updated 7 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆221Updated last week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,631Updated this week
- Incremental Knowledge Graphs Constructor Using Large Language Models☆642Updated 2 weeks ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆729Updated 2 months ago
- Parsing-free RAG supported by VLMs☆552Updated this week
- 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。☆92Updated 2 months ago
- the resources about the application based on LLM with RAG pattern☆1,016Updated last week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,057Updated 4 months ago
- ☆190Updated 5 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆647Updated last week
- Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents.☆467Updated last month
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,502Updated last month
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,571Updated last month
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆1,046Updated this week