IEEE

Visual Spectrum-Based Fault Localization for Python Programs Based on the Differentiation of Execution Slices

Abstract: We present an automated fault localization technique that can assist developers to localize effectively faults in Python programs. The proposed method uses spectrum-based fault localization ...
GitHub

Human in the loop within custom agent and SequentialAgent workflow does not pause execution

When a Custom agent overrides the _run_async_impl method, it does not correctly pause its execution when a sub-agent enters a PAUSED state due to tool_context.request_confirmation(). The custom agent ...
IEEE

Enhancing Mathematical Problem Solving in Large Language Models through Tool-Integrated Reasoning and Python Code Execution

Abstract: Mathematical problem solving remains a significant challenge for large language models (LLMs) due to the inherent complexity of mathematical reasoning and the precision required in ...
GitHub

Overview - Universal Multi-Language Runner

run is a universal multi-language runner and smart REPL (Read-Eval-Print Loop) written in Rust. It provides a unified interface for executing code across 25 programming languages without the hassle of ...