codebase-RAG

The server's core functionality involves extensive file system access (`os.walk`, file I/O) to read and index codebases. This is an inherent risk for any code analysis tool. However, the system includes mitigations such as respecting `.ragignore` files and internal exclusion lists (`exclude_dirs`, `exclude_patterns` in `ProjectAnalysisService`). Input validation (`PromptValidator`) specifically checks for dangerous directory patterns (e.g., path traversal attempts) in user-provided paths. Network connections are primarily to configurable local services (Qdrant, Ollama, MLX Server), reducing exposure to arbitrary external network risks. No direct `eval()` or `exec()` on untrusted user input was observed. The main residual risk is the potential exposure of sensitive internal code if an untrusted codebase is indexed and then queried by an LLM, or if internal code could be misused through generated LLM responses. Overall, it appears robust against common remote execution vulnerabilities, but careful deployment and use with trusted codebases are recommended.