IEEE

When Knowledge Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study

Abstract: This paper investigates a GraphRAG framework that integrates knowledge graphs into the Retrieval-Augmented Generation (RAG) architecture to enhance networking applications. While RAG has ...
IEEE

LYRICEL: Knowledge Graphs Combined With Large Language Models and Machine Learning for Cross-Cultural Analysis of Lyrics—The Case of Greek Songs

Abstract: This paper presents LYRICEL, a framework integrating Knowledge Graph (KG) representation learning, Large Language Models (LLMs), and machine learning for reliable, explainable, and ...
GitHub

Live spatial codebase visualization. Architecture emerges in real-time.

ATLAS transforms any codebase into a live, explorable 3D spatial map. Watch your architecture emerge as the graph assembles in real-time, revealing structural truths through force-directed physics.
GitHub

Financial Analysis System with GraphRAG

An intelligent Financial Analysis system that combines Knowledge Graphs with Large Language Models using GraphRAG (Graph Retrieval-Augmented Generation) to answer complex financial queries with ...