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| """Pipeline package: YouTube topic -> captioned .docx tutorial (API-based, no download). | |
| Stages (see app.run_pipeline for orchestration): | |
| search -> sentiment (YouTube Data API comments) -> transcribe (youtube-transcript-api) | |
| -> tutorial (LLM) -> frames (yt-dlp stream URL + ffmpeg -ss, weighted timestamps) | |
| -> captions (VLM) -> docx_builder | |
| """ | |