Leveraging Knowledge Graphs and LLMs to Document Large Scale Codebases

Large-scale codebases, comprising thousands to millions of lines of code, pose significant challenges for maintaining accurate and up-to-date documentation. To address this issue, Lockheed Martin is leveraging Knowledge Graphs and Generative AI to automate software architecture documentation, reducing errors and improving maintainability. Thomas Orth, a Senior AI Research Engineer at Lockheed, will walkthrough the team’s process, lessons learned and future work.

Speaker: Thomas Orth

Resources:
Get Started with Aura – https://bit.ly/3LOLrjh
Deployment Center – https://bit.ly/4jOelM3
Ground AI Systems and Agents with Neo4j – https://bit.ly/4oVsnyb

#nodes2025 #neo4j #graphdatabase #graphrag #knowledgegraph