TheAiSingularity / graphrag-local-ollama
Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction
☆735Updated last month
Related projects ⓘ
Alternatives and complementary repositories for graphrag-local-ollama
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆1,695Updated 2 months ago
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆351Updated 3 months ago
- A simple, easy-to-hack GraphRAG implementation☆1,300Updated this week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆488Updated 3 months ago
- KAG is a knowledge-enhanced generation framework based on OpenSPG engine, which is used to build knowledge-enhanced rigorous decision-mak…☆521Updated this week
- Neo4j graph construction from unstructured data☆212Updated 3 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…☆187Updated 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…☆161Updated 2 months ago
- 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☆388Updated 2 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆551Updated last week
- Neo4j graph construction from unstructured data using LLMs☆2,328Updated this week
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆746Updated this week
- Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models☆203Updated 2 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆1,351Updated 3 months ago
- ☆405Updated 5 months ago
- the resources about the application based on LLM with RAG pattern☆852Updated 2 months ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,475Updated 2 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆1,839Updated last week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,293Updated this week
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆860Updated this week
- Practice to LLM.☆448Updated last week
- Parsing-free RAG supported by VLMs☆329Updated this week
- 一个基于langchain实现RAG的简单示例☆294Updated last month
- ☆174Updated 2 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆675Updated last month
- This is the official github repo of Think-on-Graph. If you are interested in our work or willing to join our research team in Shenzhen, p…☆402Updated 7 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder☆497Updated last week
- GraphRAG-Ollama-UI + GraphRAG4OpenWebUI 融合版(有gradio webui配置生成RAG索引,有fastapi提供RAG API服务)☆86Updated 2 months ago
- LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA☆406Updated 3 weeks ago
- 李白 作为唐代杰出诗人,其诗歌作品在中国文学史上具有重要地位。近年来,随着数字技术和人工智能的快速发展,传统文化普及推广的形式也面临着创新与变革。国内外对于李白诗歌的研究虽已相当深入,但在数字化、智能化普及方面仍存在不足。因此,本项目旨在通过构建李白知识图谱,结合大模…☆1,242Updated 2 months ago