🎥 Welcome to our channel! Today, we dive into the revolutionary Graph RAG from Microsoft, an advanced retrieval-augmented generation system that enhances AI responses by providing relevant context.
GraphRAG - The Most Advanced Futuristic RAG | Introduction, Setup, Working, Testing
📌 In this video, you will learn:
What is RAG (Retrieval-Augmented Generation)?
Differences between Basic RAG and Graph RAG
How to implement Graph RAG in your local system
Step-by-step guide on setting up Graph RAG
Advantages of using Graph RAG over traditional methods
Working of GraphRAG
🔍 Key Features:
Entity Extraction
Hierarchy Extraction
Graph Embedding
Community Summarization
Topic Detection
🔧 Setup Steps:
Install the Graph RAG package
Configure API keys and settings
Initialize your project
Upload and process data
Run queries to extract high-quality answers
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25 июл 2024