--- title: "Dense Slides: OpenAI + @Temporalio : Building Durable, Production Ready Agents - Cornelia Davis, Temporal" category: "slides" video_id: "k8cnVCMYmNc" sourceLabels: ["Captured video frames", "Local OpenCV slide-region detection"] --- # Dense Slides: OpenAI + @Temporalio : Building Durable, Production Ready Agents - Cornelia Davis, Temporal ## Source Video [OpenAI + @Temporalio : Building Durable, Production Ready Agents - Cornelia Davis, Temporal](https://www.youtube.com/watch?v=k8cnVCMYmNc) ## 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 ![[assets/dense-slides/k8cnVCMYmNc/slide-004.jpg]] - Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/k8cnVCMYmNc/slide-004.html) - AI slide classifier: `content_slide` confidence `0.91` - Text source: advanced OCR `rapidocr-live/bright-screen/opencv-adaptive`. - OCR decision: ready — dense browser/readme screenshot with small text and code blocks; OCR is more suitable than vision transcription Slide text: > 1b A > m REaDME License 13 > (note, you will need enough quota on in your QpenAl account to run > this demo) > 4. PDF Generation Dependencies - Required for PDF output (optional) > Starting Temporal Server > # Install Temporal ClI curl -sSf https://temporal.downtoad/cli.sh I sh r口 > # Start Temporal server tenporal server start-dev > Setup > 1oAhT:9TFEK0YQ4 > 1. Clone this repository > 2. Install dependencies: > uv sync ![[assets/dense-slides/k8cnVCMYmNc/slide-006.jpg]] - Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/k8cnVCMYmNc/slide-006.html) - AI slide classifier: `content_slide` confidence `0.99` - Text source: advanced OCR `rapidocr-live/bright-screen/opencv-adaptive`. - OCR decision: ready — Dense UI screenshot with small table text and controls. Slide text: > ← Q： + > @ deisun ① uic v 6 azardous swiaming condi d rip currents. > 14 Workflows StartWorktiow > 14 Complrttd > ? △ Sttus Worifow D Run ID cxpected. back from the water. > 4 Compleled tgonlic-l00p:Id-9e838,4d-0s0c-4n2d.6462-25150c417338 019132c0-09d9-7772-b68e-672095881188 Ageny > ® 4 Comphted 19s-129p-4-c911989-3965-488c-81e1-14765c5bs15 019a3643-0670.7e99-8+86:096+56-3079 MUY > * 1 4 10os-worklow 01913c42-0586-7849-2614-152925061d64 Toolswd > Completed 10obs -workllow 01911c42-4907.7e4e-b34b-79s0451d3998 > 0 4 tod's-workllow 01943c41-dc45-71-8094-9610c085479b > :7 4 4 Compieled Conpleea toolt-wor*tlow 10ots-work1low 01913c41-87bt-7042-95d4 -d371c9c270e6 01913c30-b032-7995-162c-0ec78487802b Toolsvkd ToolsWd Dves expected. far back from the wate > 0 100 4 Conpieted toott-orx110w 01913c36-c246-7835-9867-50b8634a11cc 日 kbook/al cookbook wtf> ![[assets/dense-slides/k8cnVCMYmNc/slide-011.jpg]] - Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/k8cnVCMYmNc/slide-011.html) - AI slide classifier: `content_slide` confidence `0.97` - Text source: advanced OCR `rapidocr-live/bright-screen/opencv-adaptive`. - OCR decision: ready — Dense workflow-history timeline and log table are better handled by OCR. Slide text: > → ☆ thra rc orh a.u Crt > C h D Hy Dltt + detgt.. I D Aers > @ celecr. Guic 6 > beoch mthout warning. +rien*+: Through Sunday Grentrg. "lipoct+': Lorge, Lrepected tives Con fteep crors the > Yolley ond fast foy Interior Yolteyt. In dese fog. 2. *"Dense Fog Aori sory"*: rhot"': Visibility ore quarter mile to os lon ay Mo ftet Ireere*+: Acrots vortous regtont, including San Jooquln *"men-+: Until ll A psT thit rorming. > 2025-11-22 U1C t8 26 2438 + ar u s+t Auhm /ue u+u +nt - AAo?ropotoAu Event History 2025-11.22 UTC 1026:11.76 > Otl wtsth+_alvrt i Get atather sorlt for a Us ttio. > 34mi 7t013 kerrcke_node_sctvty · are there any weether alerts in CA? 7$7m1 75 1 220:01 41 41 699.14 $s 17ms E 676s Q 6s 0514 7 11mt 507mm 7t 971ms 41 440.4 p1608 19 alley, and others. > y Central Coast Beoches. > JSON Dsc ← 11 中 Pending smd Faied Only V Event Types > 23 2025-11-22 U1C 18-26:3376 3Workflow Execution Complcted A+un I'Currently. ther+ sr+ tral +ather lerts Ln C > 22 2025-11-22 UTC 18:26:33.76 Workfiow Task Completed bntiy C0i97@Cornelat-hacBcok-Pro.locs1 11.12 ('.venv': veny) ### Hidden Non-Slide Evidence - [`slide-001.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-001.jpg) — `speaker_stage` confidence `0.98`; speaker-stage shot with only partial projected text visible - [`slide-002.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-002.jpg) — `speaker_stage` confidence `0.98`; speaker-stage shot with presenter and partial projection, not a standalone slide - [`slide-003.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-003.jpg) — `speaker_stage` confidence `0.98`; speaker-stage shot; projected diagram is only partially visible - [`slide-005.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-005.jpg) — `speaker_stage` confidence `0.97`; speaker-stage shot with code projection, not a standalone slide - [`slide-007.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-007.jpg) — `demo_video` confidence `0.99`; Live demo screen capture with browser and terminal split view, not a presentation slide. - [`slide-008.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-008.jpg) — `speaker_stage` confidence `0.99`; Speaker on stage with projected screen in the background, not a readable slide frame. - [`slide-009.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-009.jpg) — `speaker_stage` confidence `0.99`; Speaker on stage with projected screen in the background, not a readable slide frame. - [`slide-010.jpg`](/assets/dense-slides/k8cnVCMYmNc/slide-010.jpg) — `speaker_stage` confidence `0.99`; Speaker on stage with projected screen in the background, not a readable slide frame. Classification audit: `raw/sources/slide-ai-classification/dense/k8cnVCMYmNc/audit.json`