vitali87/code-graph-rag

Overview

code-graph-rag is a Python toolkit that builds a knowledge graph over multi-language repositories and uses RAG (Retrieval-Augmented Generation) to help LLMs answer questions about code.[10] It connects code entities, dependencies, and documentation into a graph, improving retrieval compared to plain text embeddings. Developers should care because it enables more accurate code understanding, refactoring assistance, and impact analysis in complex monorepos.