Dense Slides: Stop Using RAG as Memory — Daniel Chalef, Zep

Source Video

Stop Using RAG as Memory — Daniel Chalef, Zep

Method

This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

Cropped Visible Slides

• Source scene image: frame-00004.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 176.55
• Slide-only rule: visual-bright-slide