Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction
☆1,103May 8, 2026Updated 2 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,317Nov 9, 2024Updated last year
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆845Jul 20, 2024Updated last year
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆34,187Jun 22, 2026Updated 2 weeks ago
- A simple, easy-to-hack GraphRAG implementation☆3,907Jan 27, 2026Updated 5 months ago
- GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combin…☆602Jan 10, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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）☆106Aug 20, 2024Updated last year
- Neo4j graph construction from unstructured data using LLMs☆4,934Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆20Sep 5, 2024Updated last year
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆420Feb 25, 2026Updated 4 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…☆264Mar 27, 2025Updated last year
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,411May 27, 2025Updated last year
- 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☆523Sep 4, 2024Updated last year
- This repo is my settings for using the local LLM with graphrag & an UI to chat with the index result☆16Jul 24, 2024Updated last year
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆77Jan 22, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Neo4j graph construction from unstructured data☆326Aug 1, 2024Updated last year
- [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆37,412Updated 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…☆8,865Jan 28, 2026Updated 5 months ago
- ☆240Oct 5, 2024Updated last year
- 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…☆442Nov 20, 2024Updated last year
- The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation☆154Oct 9, 2024Updated last year
- RAG that intelligently adapts to your use case, data, and queries☆3,818Nov 1, 2025Updated 8 months ago
- Neo4j GraphRAG for Python☆1,209Jun 30, 2026Updated last week
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆84,245Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-p…☆9,398Jun 29, 2026Updated last week
- GraphRAG在2024.11.5发布 0.4.0新版本，引入增量更新索引和DRIFT图推理搜索查询，本项目对新增的两个新功能进行全面测试，并提供了一种支持多类型大模型使用GraphRAG解决方案，不仅支持GPT大模型，还支持本地大模型(Ollama)、阿里云通义千问、百…☆49Dec 1, 2024Updated last year
- Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain…☆38,252Nov 10, 2025Updated 7 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,829Jun 29, 2026Updated last week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆72,921Updated this week
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆370May 21, 2025Updated last year
- An open-source RAG-based tool for chatting with your documents.☆25,521Jun 9, 2026Updated last month
- Question and Answer based on Anything.☆14,026Mar 24, 2025Updated last year
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,387Sep 10, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆2,147Jul 5, 2025Updated last year
- Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.☆73,567Updated this week
- Using GPT to parse PDF☆3,559Apr 17, 2025Updated last year
- Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/☆1,649Dec 27, 2025Updated 6 months ago
- 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)☆6,885Jul 4, 2025Updated last year
- open-source agentic AI data assistant for the next generation of AI + Data products.☆19,310Jun 29, 2026Updated last week
- GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型☆7,072Jul 4, 2025Updated last year