Building Smarter Code Assistants by Mapping Large Codebases Into Knowledge Graphs

Add to Calendar Apr 17, 2025 Apr 17, 2025 America/Los_Angeles Building Smarter Code Assistants by Mapping Large Codebases Into Knowledge Graphs In this workshop, we’ll first explore the common challenges developers face when working with large codebases, especially when traditional code assistants struggle to provide context for complex projects. Understanding the relationships between files, functions, and dependencies is crucial, but most tools fail to capture this structure, leaving developers with limited insights. Next, we’ll dive into solving this problem by using CodeGPT to load your own code repository. We’ll visualize how the platform builds a Knowledge Graph from your code, transforming it into a structured base of knowledge. This graph will then be used throughout the software development process, from generating code to verifying tasks, providing smarter and more accurate insights to enhance your workflow. Workshop 2 | Gateway Pavilion - Pier 2 | 2 Marina Blvd, San Francisco, CA 94123

About this session

In this workshop, we’ll first explore the common challenges developers face when working with large codebases, especially when traditional code assistants struggle to provide context for complex projects. Understanding the relationships between files, functions, and dependencies is crucial, but most tools fail to capture this structure, leaving developers with limited insights. Next, we’ll dive into solving this problem by using CodeGPT to load your own code repository. We’ll visualize how the platform builds a Knowledge Graph from your code, transforming it into a structured base of knowledge. This graph will then be used throughout the software development process, from generating code to verifying tasks, providing smarter and more accurate insights to enhance your workflow.

Session Speaker

Daniel Avila

Co-Founder

Codegpt

Access Slides

More sessions

Developer Day

Apr 17, 2025

9:20 am

Harnessing AI Context for Superior Code Quality

Discover how agentic workflows can revolutionize software development with Qodo's AI-powered tools. Learn to utilize context-awareness and automated review workflows to ensure impeccable code integrity. This session will explore real-world applications, focusing on best practice integration and AI-driven insights to optimize your development process.

Itamar Friedman

Qodo



More Information

Developer Day

Apr 17, 2025

9:40 am

The Full Stack of Open Generative Ai

Join an AI expert from Meta for an in depth look at the latest advancements in the open generative AI stack. This session will cover from the metal to the agent how large scale AI systems are built, the tools used and how you can build your own with open source AI from Meta including PyTorch, Triton, Llama and more.

Joe Spisak

[Panel] How to Integrate AI-Generated Code Seamlessly into Existing Codebases

This roundtable explores practical strategies for integrating AI-generated code into existing codebases. Experts from Grit and Unblocked will discuss code quality, architectural alignment, and team workflows. Gain insights on adopting AI-driven solutions without compromising development standards.

Morgante Pell

Grit

Dennis Pilarinos

Unblocked

