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

Source Video

Stop Using RAG as Memory — Daniel Chalef, Zep

Method

This deck is reconstructed from the existing video frame captures by detecting likely slide regions with OpenCV, cropping/upscaling those regions, deduplicating similar crops, and OCRing the cropped slide images locally. It is a cleaner companion to the full-stage frame deck.

Reconstructed Slides

• Source frame: slide-001.jpg
• Crop: full [0, 0, 960, 540] score 160.13

• Source frame: slide-002.jpg
• Crop: full [0, 0, 960, 540] score 175.96

• Source frame: slide-003.jpg
• Crop: full [0, 0, 960, 540] score 156.99

• Source frame: slide-004.jpg
• Crop: full [0, 0, 960, 540] score 177.34

Dense Scene-Detected Slide Candidates

• youtube T5IMo5ntyhA dense slides