Ollama Tutorial Ep. 02 | Local LightRAG Setup 🕸️ (Visualize in Neo4j, Fully Local) скачать в хорошем качестве

Ollama Tutorial Ep. 02 | Local LightRAG Setup 🕸️ (Visualize in Neo4j, Fully Local)

In this episode, we dive into LightRAG — a lightweight, fully local alternative to GraphRAG — and see how it works with Ollama. 🚀 You’ll learn: What LightRAG is and how it differs from standard RAG How to install & set up LightRAG locally How to integrate it with Ollama for private, offline Q&A Why this approach is powerful for privacy and speed Visualize the generated Graph in Neo4j If you’ve been exploring local AI with Ollama, this is the next step to build smarter and graph-powered applications on your own machine. 00:00 Introduction 00:28 LightRAG Architecture (Simplified) 01:20 Pull the Models in Ollama 01:48 LightRAG Research Paper 03:27 Code Walkthrough 06:50 Graph Visualization in Neo4j and html 08:14 Outro 👉 Don’t forget to subscribe for more episodes in this series! Ollama Playlist :    • Ollama Tutorial Ep. 01 | Introduction & Fi...   LightRAG Github Link: https://github.com/HKUDS/LightRAG LightRAG Research Paper: https://arxiv.org/pdf/2410.05779v1 #Ollama #LightRAG #GraphRAG #LocalAI #RAG #AI #LLM #Tutorial #AIEngineering