RepoAgent is a developer tool that harnesses large language models to analyze code repositories and produce comprehensive documentation. It leverages retrieval-augmented generation (RAG) with LangChain and LlamaIndex to gather relevant context, then uses agent orchestration to understand code structure and generate meaningful documentation. The framework supports multiple LLM backends including ChatGLM, GPT-4, Llama, and Qwen.