NVIDIA-AI-Blueprints/video-search-and-summarization star history
C++NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.
Why it’s trending
NVIDIA-AI-Blueprints/video-search-and-summarization is drawing steady momentum at +1.1 stars/day (32nd percentile in the tracked cohort), for a momentum score of 45.8/100. Forks are climbing too, at +0.3/day.
Star acceleration -0.6/day (41th pctl)Star velocity +1.1/day (32th pctl)Fork velocity +0.3/day (38th pctl)
Figures drawn only from Breakwave data
Breakout forecast14-day horizon
20%breakout probability
Confidence100%
Low breakout odds over the next 14 days, led by push recency (99th pctl). Confidence is high given the available history.
Momentum46Momentum Score (0–100): how fast this repo is accelerating compared with every other tracked repo — not how big it is.
Why it ranks here
Star acceleration41pctl
Star velocity32pctl
Fork velocity38pctl
Contributor growth78pctl
Push recency74pctl
Stars
1.9k
Forks
395
Watchers
19
Open issues
6
★ / day
+1.1
trailing 7d
Acceleration
-0.6
▲ velocity
Star growth over time
Reconstructed from 159 snapshots — the time-series GitHub’s API doesn’t expose.
Latest events
- Fork activity spikeSep 3, 2026
~13 forks/day, 27.8× the trailing baseline.
Add this to your README
Live score, refreshed every 6 hours. Links back to this page.
[](https://breakwave.vercel.app/repo/NVIDIA-AI-Blueprints/video-search-and-summarization)