TrainPPTAgent generates presentations from user-provided topics by leveraging AI agents backed by large language models. The system uses GRPO reinforcement learning to train and optimize the PPT agent, improving content quality over iterations. Users input themes, and the agent autonomously searches the web via WeChat integration, generates outlines, and produces page-by-page content with real-time streaming output.