Local Deep Research is an AI-powered research assistant for deep, iterative research. It's a Python-based tool designed to assist researchers in their work. The vulnerability discovered allows attackers to access internal services and attempt to reach cloud provider metadata endpoints (AWS/GCP/Azure), as well as perform internal network reconnaissance, by submitting malicious URLs through the API.