"""Create a basic agent — and immediately prove it talks to the provider.""" ...

流程：下载视频 → Whisper 转录（带时间戳）→ AI 分析关键知识点 → ffmpeg 截帧 → AI 视觉生成笔记 → 输出 Markdown → ...