English

GraphSense: Graph Embedding Based Code Suggestion Framework

Software Engineering 2025-03-12 v1

Abstract

Code suggestions have become an integral part of IDEs and developers use code suggestions generated by IDEs all the time. These code suggestions are mostly for calling a method of an object or for using a function of a library and not for possible next line of the code. GPT based models are too slow or resource intensive for real-time code suggestions in local environments. As a solution to this GraphSense was introduced which provide code suggestions with minimum amount of resource usage in real-time.

Keywords

Cite

@article{arxiv.2503.08648,
  title  = {GraphSense: Graph Embedding Based Code Suggestion Framework},
  author = {H. R Navod Thisura Peiris},
  journal= {arXiv preprint arXiv:2503.08648},
  year   = {2025}
}

Comments

5 pages and 10 figures

R2 v1 2026-06-28T22:16:16.596Z