Great documentation. Thanks for sharing

[imvetri]

Hi. Documentation is elaborate to build things. I'm looking for a technique to leverage llm for code base refactoring tool.

I believe it is possible because code is a structured language and extracting information out of it is also possible because it has graph structure.

I'm looking for documentation or setup instruction to use llm to achieve it. Would you be knowing about it?

Do you know how your tool can be used to build a code base refactoring tool?

[kingjulio8238]

Hey!

Glad you like the documentation. Here are some ideas on how to leverage knowledge graphs and our memory modules for code base refactoring:

• Use the knowledge graphs to map out and visualize dependencies which can possibly help developers understand the impact of their changes and avoid breaking functionalities when they refactor code.
• Analyze connections and relationships in a knowledge graph to find redundancies such as duplicate functions or similar code blocks across different parts of the code base. This could help in consolidating code.
• Use the memory modules to track main themes of the code which can help developers or reviewers understand their coding habits.

I also found this: “By analyzing the pathways through which data flows and functions are called, knowledge graphs can help identify bottlenecks or inefficient code paths. Refactoring these areas can lead to performance improvements.”

Hope this helps.