Feb. 15, 2024, 2:01 p.m. | Surya Prakash Sahu

Towards AI - Medium pub.towardsai.net

CodeQueries: Answering Semantic Queries Over Code

While working on a project, developers come across queries related to code correctness, security, maintainability, or code readability. Various existing tools can help answer most of those queries; however, they fall short with queries requiring analysis of semantic aspects of code. Let’s understand what a “semantic query over code” is through an example.

An example of “Conflicting attributes in the base class” query

In Python, when a class subclasses multiple base classes, …

analysis code dataset developers developer-tools neural networks project query readability security semantic software engineering tools

Data Engineer

@ Lemon.io | Remote: Europe, LATAM, Canada, UK, Asia, Oceania

Artificial Intelligence – Bioinformatic Expert

@ University of Texas Medical Branch | Galveston, TX

Lead Developer (AI)

@ Cere Network | San Francisco, US

Research Engineer

@ Allora Labs | Remote

Ecosystem Manager

@ Allora Labs | Remote

Founding AI Engineer, Agents

@ Occam AI | New York