Dense Slides: Building a Smarter AI Agent with Neural RAG - Will Bryk, Exa.ai
Source Video
Building a Smarter AI Agent with Neural RAG - Will Bryk, Exa.ai
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-00002.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.0 - Slide-only rule:
visual-bright-slide

- Source scene image:
frame-00019.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.41 - Slide-only rule:
visual-bright-slide

- Source scene image:
frame-00029.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.45 - Slide-only rule:
visual-bright-slide

- Source scene image:
frame-00037.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.93 - Slide-only rule:
visual-bright-slide