Reconstructed Slides: Realtime Data Connectivity for AI: Tanmai Gopal

Source Video

Realtime Data Connectivity for AI: Tanmai Gopal

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

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.97
Text source: agent_vision.

Slide text:

Embrace the AI overlords

Give them the data they need.

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.98
Text source: agent_vision.

Slide text:

Why is the deal with ACME stuck in stage 3?

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.99
Text source: agent_vision.

Slide text:

We solved this.

Make your data & business logic available as a tool for your LLM.

Recreated text/layout view: open HTML recreation
AI slide classifier: demo_video confidence 0.94
Text source: advanced OCR rapidocr-live/bright-screen/contrast.
OCR decision: ready — Dense terminal/demo screenshot with small code and UI text; OCR is likely better than manual transcription.

Slide text:

coco-aasc:af-engine(esin)s try runchat-d postgrescsrosIGRES-s public

taaPacha Chatmts

Press double Entar after you are done entering your query.

User:help ee vriu

AIE

Wond'sFai ALmbda Microsoft smol ai

Recreated text/layout view: open HTML recreation
AI slide classifier: demo_video confidence 0.95
Text source: advanced OCR rapidocr-live/bright-screen/contrast.
OCR decision: ready — Dense SQL/code output screenshot with small multi-line text and query results; OCR is better suited here.

Slide text:

executor.cutput(ho recentrentals foundfor top custoaer')

executor.output（fTep custoner:[custonernane]（foustoner_eaail])VnRecent sovles:[*,.join（recent.movles)') rocent.novies=[aovietitle]fornovie inrecent.rentals]

AIE merId CROER BY COUNT(reotal.io) DESC LINIT1) SOL Oury: SELEcY flrstnano,last.nae,eall FRO publlc.custo#er WERE custo#r_id(SELECI customer_id FRO publlc.rental GouP 8Y custo

SOLRagponse:[frst_A#e':ELEANOR,lasLnaRo:HUNT','e#aiI:LEANOR,HUNTsakSlacustomr.rg']

SL Quory: SElECT f.title FRo public.rental r3oiN public.1nvontory i ON r.iventory.idi.inventory-ld Joi public.filn f C i.filn.id.rental-date DESC LIHITS fileLid EREr.cstomer_id*(SELECI custoerid FRO public.rental GROuP BY custooer-id CRDER BY COuNT(rental.i) DESC LIET 1) ORDER BYr

SOReSpO: Etitle':RACER EGG'],tItle:NURNY CREATURES'},'Itle':HELLFIGHTERS SIERRA',['itle:IZARO COLDBLOOOED'},[it 1:'DINOSAURSECRETARY]

Dacy Plan Exacytion Result: NT（ELEANOR.NuNTsaklscustomer.org) MURKY CREATURES,HELLFIGHTERS SIERRA,WTZARO COLCBLGOOED,DINOSAUR SECRETARY

Wonr'sFai Lambda Microsoft smol ai

Recreated text/layout view: open HTML recreation
AI slide classifier: diagram confidence 0.99
Text source: agent_vision.

Slide text:

LLMs don't know what your API is.

But LLMs know what SQL is.

What if everything was SQL?

Recreated text/layout view: open HTML recreation
AI slide classifier: diagram confidence 0.98
Text source: agent_vision.

Slide text:

Property of the data, property of the session.

WHY. IS. THIS. SO. COMPLEX.

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.99
Text source: agent_vision.

Slide text:

#3. Get LLMs to figure out the plan of how to access data.

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.99
Text source: agent_vision.

Slide text:

Write a python program to figure out a plan to retrieve multiple pieces of data required.

Hidden Non-Slide Evidence

`slide-001.jpg` — sponsor_logo confidence 0.99; Sponsor/logo slide, not presentation content.
`slide-003.jpg` — speaker_stage confidence 0.99; Speaker on stage with podium and backdrop, not a slide.
`slide-006.jpg` — demo_video confidence 0.98; Camera-captured terminal demo footage, not a presentation slide.
`slide-013.jpg` — sponsor_logo confidence 0.97; Logo/sponsor-style frame with no presentation content or readable slide argument.

Classification audit: raw/sources/slide-ai-classification/reconstructed/himhGiWJXjo/audit.json