Knowledge graphs for code...a winning combination
Автор: DataEngBytes
Загружено: 2025-12-21
Просмотров: 13
🎤 George Jayaratnam, Consultant, MCMC Capital Pty Ltd
Talk Title: Knowledge graphs for code...a winning combination
Talk Summary: Understanding complex codebases can be daunting with numerous interconnected functions, variables, and other dependencies. And that’s even before we get to the data layer. In this talk, we explore how knowledge graphs can offer a powerful way to visualize, navigate, and comprehend unfamiliar codebases more efficiently. Very much in line with the mantra of grounding LLMs with your data (graphRAG), the modular approach taken should enable developers to pick and choose which parts make the most sense given their use case and constraints. Topics covered include knowledge graph basics, a codebase teardown, and time permitting, working with unstructured data (text).
Speaker Bio: George Jayaratnam is an independent consultant working predominantly in the field of quantitative risk management. As someone who often walks up and down the stack, you will also find him in the world of data engineering and application development.
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