The invention relates to a repository-level semantic graph system is used for repository-level code completion, the repository-level semantic graph system includes: a source code initialization module, a source code repository module, a Large Language Models (LLM) encoding module, a repository-level semantic graph, a search module, an expansion module, an update module, a re-ranking module, a node selection module, and a Large Language Models (LLM) decoding module.
