Code agents for LLMs

A Code Review Tool with LLM using RAG retrieval for context

Python code embeddings indexing and retrieval. Aka Code Search for Python to feed LLMs.

LLM-based and retrieval-augmented Control Code Generation

[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

Some test samples for CPG execution logic.

✅SRepair: Powerful LLM-based Program Repairer with $0.029/Fixed Bug

Large language model for auto code vulnerability detecting and repairing

Code for ACL (main) paper "JumpCoder: Go Beyond Autoregressive Coder via Online Modification"

A Survey on Large Language Models for Software Engineering

Repo for the submission to ICSE 2024

A Systematic Literature Review on Large Language Models for Automated Program Repair

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

A lib to extract dataflow from AST generated by tree-sitter.

Open-source code analysis platform for C/C++/Java/Binary/Javascript/Python/Kotlin based on code property graphs. Discord https://discord.gg/vv4MH284Hc

An Empirical Study on Robustness of Neural Program Repair against Semantic Preserving Transformations

Repository of the code for the paper "Benchmarking Student Program Repair"

This repository provides the code and guidance for reproducing the results in our ESEC/FSE 2023 submission "Pre-training Code Representations with Semantic Flow Graph for Effective Bug Localization".

A project structure aware autonomous software engineer aiming for autonomous program improvement. Resolved 30.67% tasks (pass@1) in SWE-bench lite with each task costs less than $0.7.

A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries