📋 Overview
A lightweight implementation of a Graph-based Retrieval-Augmented Generation (GraphRAG) system built from scratch. It focuses on knowledge graph construction and structural retrieval without relying on high-level external frameworks.
🛠️ Technologies
⚡ Features
- From Scratch - Built without high-level external frameworks
- Knowledge Graph - Automatic graph construction from documents
- Structural Retrieval - Graph-based context retrieval
- LLM Integration - Enhanced generation with retrieved context