RepoUnderstander/RepoUnderstander is a ✨ Official implementation ✨ repository of paper "How to Understand Whole Repository?".

• Recently, Large Language Model (LLM) based agents have advanced the significant development of Automatic Software Engineering (ASE).
• We develop a novel ASE method named RepoUnderstander by guiding agents to comprehensively understand the whole repositories.
• It achieved 18.5% relative improvement on the SWE-bench Lite benchmark compared to SWE-agent.

We’ve now released the new version of the code and model. Please refer to: https://github.com/LingmaTongyi/Lingma-SWE-GPT.