Leveraging Knowledge Graphs and LLMs to document large scale codebases

Session Track: App Dev

Session Time: 11:00 pm - 11:15 pm November 6

Session description

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.