NVIDIA-AI-Blueprints/video-search-and-summarization
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.
Latest metrics (snapshot 2026-10-14)
| stars | 1927 |
|---|---|
| forks | 410 |
| issues | 235 |
| pushed_at | 2026-10-14T18:19:26Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 1927 |
ADC Momentum: 25/100
| Growth velocity | 8 |
|---|---|
| Consistency | 6 |
| Recency | 100 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/NVIDIA-AI-Blueprints/video-search-and-summarization)<a href="https://agentdataco.com/repo/NVIDIA-AI-Blueprints/video-search-and-summarization"><img src="https://agentdataco.com/badge/repo/NVIDIA-AI-Blueprints/video-search-and-summarization.svg" alt="ADC Momentum"></a>Details
| description | 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. |
|---|---|
| url | https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization |
| language | Python |
| license | NOASSERTION |
| topics | computer-vision generative-ai long-video-understanding model-context-protocol multimodal-ai natural-language-search nvidia-nim rag real-time-video-analytics retrieval-augmented-generation skills video-agent |
| created_at | 2024-10-22T06:43:05Z |
| homepage | https://build.nvidia.com/nvidia/video-search-and-summarization |
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